From 2dbe3c9e0243ace0eed7e6712e8b077a9211449b Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 13 Nov 2023 09:08:50 -0500 Subject: [PATCH 01/32] added annotated image option --- modules/detect_target/detect_target.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 41b28d2a..5af30984 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -34,7 +34,7 @@ def __init__(self, device: "str | int", model_path: str, override_full: bool, sa if save_name != "": self.__filename_prefix = save_name + "_" + str(int(time.time())) + "_" - def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, np.ndarray | None]": + def run(self, data: image_and_time.ImageAndTime, show_annotated: bool = False) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": """ Returns annotated image. TODO: Change to DetectionsAndTime @@ -84,7 +84,11 @@ def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, np.ndarray | No self.__counter += 1 + if show_annotated: + cv2.imshow("Annotated Image", image_annotated) + cv2.waitKey(1) + # TODO: Change this to DetectionsAndTime - return True, image_annotated + return True, detections # pylint: enable=too-few-public-methods From 10c489e78e6e03b5db374407f16d0d0a179b0c98 Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 13 Nov 2023 09:27:06 -0500 Subject: [PATCH 02/32] integrated in main_2024 --- main_2024.py | 9 +++++---- modules/detect_target/detect_target.py | 1 - 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/main_2024.py b/main_2024.py index 0bc56e4b..87a6a0aa 100644 --- a/main_2024.py +++ b/main_2024.py @@ -15,6 +15,7 @@ from modules.detect_target import detect_target_worker from modules.flight_interface import flight_interface_worker from modules.video_input import video_input_worker +from modules.detections_and_time import DetectionsAndTime CONFIG_FILE_PATH = pathlib.Path("config.yaml") @@ -129,9 +130,9 @@ def main() -> int: while True: try: - image = detect_target_to_main_queue.queue.get_nowait() + detections = detect_target_to_main_queue.queue.get_nowait() except queue.Empty: - image = None + detections = None odometry_and_time = flight_interface_to_main_queue.queue.get() @@ -145,10 +146,10 @@ def main() -> int: print("pitch: " + str(odometry_and_time.odometry_data.orientation.pitch)) print("") - if image is None: + if detections is None: continue - cv2.imshow("Landing Pad Detector", image) + # cv2.imshow("Landing Pad Detector", image) if cv2.waitKey(1) & 0xFF == ord('q'): break diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 5af30984..056d74e3 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -86,7 +86,6 @@ def run(self, data: image_and_time.ImageAndTime, show_annotated: bool = False) - if show_annotated: cv2.imshow("Annotated Image", image_annotated) - cv2.waitKey(1) # TODO: Change this to DetectionsAndTime return True, detections From bfa19783ee6f7aa68096f990ab12b395ad049ef0 Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 27 Nov 2023 17:21:40 -0500 Subject: [PATCH 03/32] added cli option --- main_2024.py | 3 +++ modules/detect_target/detect_target.py | 11 +++++------ modules/detect_target/detect_target_worker.py | 3 ++- 3 files changed, 10 insertions(+), 7 deletions(-) diff --git a/main_2024.py b/main_2024.py index 87a6a0aa..b0236076 100644 --- a/main_2024.py +++ b/main_2024.py @@ -44,6 +44,7 @@ def main() -> int: parser = argparse.ArgumentParser() parser.add_argument("--cpu", action="store_true", help="option to force cpu") parser.add_argument("--full", action="store_true", help="option to force full precision") + parser.add_argument("--show-annotated", action="store_true", help="option to show annotated image") args = parser.parse_args() # Set constants @@ -59,6 +60,7 @@ def main() -> int: DETECT_TARGET_MODEL_PATH = config["detect_target"]["model_path"] DETECT_TARGET_OVERRIDE_FULL_PRECISION = args.full DETECT_TARGET_SAVE_PREFIX = config["detect_target"]["save_prefix"] + DETECT_TARGET_ANNOTATE = args.show_annotated FLIGHT_INTERFACE_ADDRESS = config["flight_interface"]["address"] FLIGHT_INTERFACE_WORKER_PERIOD = config["flight_interface"]["worker_period"] @@ -105,6 +107,7 @@ def main() -> int: DETECT_TARGET_MODEL_PATH, DETECT_TARGET_OVERRIDE_FULL_PRECISION, DETECT_TARGET_SAVE_PREFIX, + DETECT_TARGET_ANNOTATE, video_input_to_detect_target_queue, detect_target_to_main_queue, controller, diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 056d74e3..21ef3369 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -17,7 +17,7 @@ class DetectTarget: """ Contains the YOLOv8 model for prediction. """ - def __init__(self, device: "str | int", model_path: str, override_full: bool, save_name: str = ""): + def __init__(self, device: "str | int", model_path: str, override_full: bool, save_name: str = "", show_annotations: bool = False): """ device: name of target device to run inference on (i.e. "cpu" or cuda device 0, 1, 2, 3). model_path: path to the YOLOv8 model. @@ -28,16 +28,16 @@ def __init__(self, device: "str | int", model_path: str, override_full: bool, sa self.__model = ultralytics.YOLO(model_path) self.__counter = 0 self.__enable_half_precision = False if self.__device == "cpu" else True + self.__show_annotations = show_annotations if override_full: self.__enable_half_precision = False self.__filename_prefix = "" if save_name != "": self.__filename_prefix = save_name + "_" + str(int(time.time())) + "_" - def run(self, data: image_and_time.ImageAndTime, show_annotated: bool = False) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": + def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": """ Returns annotated image. - TODO: Change to DetectionsAndTime """ image = data.image predictions = self.__model.predict( @@ -50,7 +50,6 @@ def run(self, data: image_and_time.ImageAndTime, show_annotated: bool = False) - if len(predictions) == 0: return False, None - # TODO: Change this to DetectionsAndTime for image and telemetry merge for 2024 image_annotated = predictions[0].plot(conf=True) # Processing object detection @@ -84,10 +83,10 @@ def run(self, data: image_and_time.ImageAndTime, show_annotated: bool = False) - self.__counter += 1 - if show_annotated: + if self.__show_annotations: cv2.imshow("Annotated Image", image_annotated) + cv2.waitKey(1) - # TODO: Change this to DetectionsAndTime return True, detections # pylint: enable=too-few-public-methods diff --git a/modules/detect_target/detect_target_worker.py b/modules/detect_target/detect_target_worker.py index 6d4fc8fa..3199a52c 100644 --- a/modules/detect_target/detect_target_worker.py +++ b/modules/detect_target/detect_target_worker.py @@ -13,6 +13,7 @@ def detect_target_worker(device: "str | int", model_path: str, override_full: bool, save_name: str, + show_annotations: bool, input_queue: queue_proxy_wrapper.QueueProxyWrapper, output_queue: queue_proxy_wrapper.QueueProxyWrapper, controller: worker_controller.WorkerController): @@ -23,7 +24,7 @@ def detect_target_worker(device: "str | int", input_queue and output_queue are data queues. controller is how the main process communicates to this worker process. """ - detector = detect_target.DetectTarget(device, model_path, override_full, save_name) + detector = detect_target.DetectTarget(device, model_path, override_full, save_name, show_annotations) while not controller.is_exit_requested(): controller.check_pause() From ad9ac082663ed706847125100e5aa8a8f7f98fc1 Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 27 Nov 2023 17:36:27 -0500 Subject: [PATCH 04/32] added window closing --- main_2024.py | 4 +++- modules/detect_target/detect_target.py | 1 - 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/main_2024.py b/main_2024.py index b0236076..52d71079 100644 --- a/main_2024.py +++ b/main_2024.py @@ -152,7 +152,7 @@ def main() -> int: if detections is None: continue - # cv2.imshow("Landing Pad Detector", image) + #cv2.imshow("Landing Pad Detector", image) if cv2.waitKey(1) & 0xFF == ord('q'): break @@ -168,6 +168,8 @@ def main() -> int: detect_target_manager.join_workers() flight_interface_manager.join_workers() + cv2.destroyAllWindows() + return 0 diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 21ef3369..c091aa00 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -85,7 +85,6 @@ def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_ if self.__show_annotations: cv2.imshow("Annotated Image", image_annotated) - cv2.waitKey(1) return True, detections From f23f62d3906f445ac843b457946c564a7100d9ab Mon Sep 17 00:00:00 2001 From: exahn Date: Tue, 28 Nov 2023 16:51:47 -0500 Subject: [PATCH 05/32] fixed unit tests --- tests/test_detect_target.py | 64 +++++++++++++++++++++++++++++++------ 1 file changed, 54 insertions(+), 10 deletions(-) diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index f1a74356..98478172 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -7,9 +7,11 @@ import numpy as np import pytest import torch +import ultralytics from modules.detect_target import detect_target from modules import image_and_time +from modules import detections_and_time DEVICE = 0 if torch.cuda.is_available() else "cpu" @@ -20,6 +22,7 @@ IMAGE_ZIDANE_PATH = "tests/model_example/zidane.jpg" IMAGE_ZIDANE_ANNOTATED_PATH = "tests/model_example/zidane_annotated.png" +model = ultralytics.YOLO(MODEL_PATH) @pytest.fixture() def detector(): @@ -94,18 +97,31 @@ def test_single_bus_image(self, Bus image. """ # Setup - expected = cv2.imread(IMAGE_BUS_ANNOTATED_PATH) + image = cv2.imread(IMAGE_BUS_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None # Run result, actual = detector.run(image_bus) + detections = actual.detections # Test assert result assert actual is not None + assert detections is not None - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + error = 0 + + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE def test_single_zidane_image(self, detector: detect_target.DetectTarget, @@ -114,18 +130,31 @@ def test_single_zidane_image(self, Zidane image. """ # Setup - expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) + image = cv2.imread(IMAGE_ZIDANE_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None # Run result, actual = detector.run(image_zidane) + detections = actual.detections # Test assert result assert actual is not None + assert detections is not None + + error = 0 - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE def test_multiple_zidane_image(self, detector: detect_target.DetectTarget, @@ -136,7 +165,15 @@ def test_multiple_zidane_image(self, IMAGE_COUNT = 4 # Setup - expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) + image = cv2.imread(IMAGE_ZIDANE_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None input_images = [] @@ -152,10 +189,17 @@ def test_multiple_zidane_image(self, # Test for i in range(0, IMAGE_COUNT): - output: "tuple[bool, np.ndarray | None]" = outputs[i] + output: "tuple[bool, detections_and_time.DetectionsAndTime | None]" = outputs[i] result, actual = output + + detections = actual.detections + assert result assert actual is not None + assert detections is not None + + error = 0 - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE From dd6e5a1b64c45a3bc0513f89517c3e4ccccb3f30 Mon Sep 17 00:00:00 2001 From: exahn Date: Tue, 28 Nov 2023 17:05:26 -0500 Subject: [PATCH 06/32] fixed image annotation and modified test cases --- main_2024.py | 4 +- modules/detect_target/detect_target.py | 6 +-- tests/test_detect_target.py | 69 ++++++-------------------- 3 files changed, 19 insertions(+), 60 deletions(-) diff --git a/main_2024.py b/main_2024.py index 52d71079..5ac15acd 100644 --- a/main_2024.py +++ b/main_2024.py @@ -133,7 +133,7 @@ def main() -> int: while True: try: - detections = detect_target_to_main_queue.queue.get_nowait() + detections, image = detect_target_to_main_queue.queue.get_nowait() except queue.Empty: detections = None @@ -152,7 +152,7 @@ def main() -> int: if detections is None: continue - #cv2.imshow("Landing Pad Detector", image) + cv2.imshow("Landing Pad Detector", image) if cv2.waitKey(1) & 0xFF == ord('q'): break diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index c091aa00..f615203f 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -35,7 +35,7 @@ def __init__(self, device: "str | int", model_path: str, override_full: bool, sa if save_name != "": self.__filename_prefix = save_name + "_" + str(int(time.time())) + "_" - def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": + def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, tuple[detections_and_time.DetectionsAndTime | None, np.ndarray | None]]": """ Returns annotated image. """ @@ -84,8 +84,8 @@ def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_ self.__counter += 1 if self.__show_annotations: - cv2.imshow("Annotated Image", image_annotated) + return True, (detections, image_annotated) - return True, detections + return True, (detections, None) # pylint: enable=too-few-public-methods diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index 98478172..89f2f2e4 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -7,11 +7,9 @@ import numpy as np import pytest import torch -import ultralytics from modules.detect_target import detect_target from modules import image_and_time -from modules import detections_and_time DEVICE = 0 if torch.cuda.is_available() else "cpu" @@ -22,14 +20,13 @@ IMAGE_ZIDANE_PATH = "tests/model_example/zidane.jpg" IMAGE_ZIDANE_ANNOTATED_PATH = "tests/model_example/zidane_annotated.png" -model = ultralytics.YOLO(MODEL_PATH) @pytest.fixture() def detector(): """ Construct DetectTarget. """ - detection = detect_target.DetectTarget(DEVICE, MODEL_PATH, OVERRIDE_FULL) + detection = detect_target.DetectTarget(DEVICE, MODEL_PATH, OVERRIDE_FULL, show_annotations=True) yield detection @@ -97,31 +94,19 @@ def test_single_bus_image(self, Bus image. """ # Setup - image = cv2.imread(IMAGE_BUS_PATH) - prediction = model.predict( - source=image, - half=True, - stream=False, - ) - - boxes = prediction[0].boxes - expected = boxes.xyxy.detach().cpu().numpy() + expected = cv2.imread(IMAGE_BUS_ANNOTATED_PATH) assert expected is not None # Run - result, actual = detector.run(image_bus) - detections = actual.detections + result, (detections, actual) = detector.run(image_bus) # Test assert result assert actual is not None assert detections is not None - error = 0 - - for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) - assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE + error = rmse(actual, expected) + assert error < self.__IMAGE_DIFFERENCE_TOLERANCE def test_single_zidane_image(self, detector: detect_target.DetectTarget, @@ -130,31 +115,19 @@ def test_single_zidane_image(self, Zidane image. """ # Setup - image = cv2.imread(IMAGE_ZIDANE_PATH) - prediction = model.predict( - source=image, - half=True, - stream=False, - ) - - boxes = prediction[0].boxes - expected = boxes.xyxy.detach().cpu().numpy() + expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) assert expected is not None # Run - result, actual = detector.run(image_zidane) - detections = actual.detections + result, (detections, actual) = detector.run(image_zidane) # Test assert result assert actual is not None assert detections is not None - error = 0 - - for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) - assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE + error = rmse(actual, expected) + assert error < self.__IMAGE_DIFFERENCE_TOLERANCE def test_multiple_zidane_image(self, detector: detect_target.DetectTarget, @@ -165,15 +138,7 @@ def test_multiple_zidane_image(self, IMAGE_COUNT = 4 # Setup - image = cv2.imread(IMAGE_ZIDANE_PATH) - prediction = model.predict( - source=image, - half=True, - stream=False, - ) - - boxes = prediction[0].boxes - expected = boxes.xyxy.detach().cpu().numpy() + expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) assert expected is not None input_images = [] @@ -189,17 +154,11 @@ def test_multiple_zidane_image(self, # Test for i in range(0, IMAGE_COUNT): - output: "tuple[bool, detections_and_time.DetectionsAndTime | None]" = outputs[i] - result, actual = output - - detections = actual.detections - + output: "tuple[bool, np.ndarray | None]" = outputs[i] + result, (detections, actual) = output assert result assert actual is not None assert detections is not None - error = 0 - - for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) - assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE + error = rmse(actual, expected) + assert error < self.__IMAGE_DIFFERENCE_TOLERANCE From 3ee990502938110e6056a476233bfdf5c0b89c07 Mon Sep 17 00:00:00 2001 From: exahn Date: Wed, 29 Nov 2023 22:05:32 -0500 Subject: [PATCH 07/32] converted unit tests to use bounding boxes --- modules/detect_target/detect_target.py | 2 +- tests/test_detect_target.py | 69 ++++++++++++++++++++------ 2 files changed, 56 insertions(+), 15 deletions(-) diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index f615203f..1d752edd 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -17,7 +17,7 @@ class DetectTarget: """ Contains the YOLOv8 model for prediction. """ - def __init__(self, device: "str | int", model_path: str, override_full: bool, save_name: str = "", show_annotations: bool = False): + def __init__(self, device: "str | int", model_path: str, override_full: bool, show_annotations: bool = False, save_name: str = ""): """ device: name of target device to run inference on (i.e. "cpu" or cuda device 0, 1, 2, 3). model_path: path to the YOLOv8 model. diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index 89f2f2e4..58889961 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -7,9 +7,11 @@ import numpy as np import pytest import torch +import ultralytics from modules.detect_target import detect_target from modules import image_and_time +from modules import detections_and_time DEVICE = 0 if torch.cuda.is_available() else "cpu" @@ -20,13 +22,14 @@ IMAGE_ZIDANE_PATH = "tests/model_example/zidane.jpg" IMAGE_ZIDANE_ANNOTATED_PATH = "tests/model_example/zidane_annotated.png" +model = ultralytics.YOLO(MODEL_PATH) @pytest.fixture() def detector(): """ Construct DetectTarget. """ - detection = detect_target.DetectTarget(DEVICE, MODEL_PATH, OVERRIDE_FULL, show_annotations=True) + detection = detect_target.DetectTarget(DEVICE, MODEL_PATH, OVERRIDE_FULL) yield detection @@ -94,19 +97,31 @@ def test_single_bus_image(self, Bus image. """ # Setup - expected = cv2.imread(IMAGE_BUS_ANNOTATED_PATH) + image = cv2.imread(IMAGE_BUS_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None # Run - result, (detections, actual) = detector.run(image_bus) + result, (actual, _) = detector.run(image_bus) + detections = actual.detections # Test assert result assert actual is not None assert detections is not None - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + error = 0 + + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE def test_single_zidane_image(self, detector: detect_target.DetectTarget, @@ -115,19 +130,31 @@ def test_single_zidane_image(self, Zidane image. """ # Setup - expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) + image = cv2.imread(IMAGE_ZIDANE_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None # Run - result, (detections, actual) = detector.run(image_zidane) + result, (actual, _) = detector.run(image_zidane) + detections = actual.detections # Test assert result assert actual is not None assert detections is not None - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + error = 0 + + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE def test_multiple_zidane_image(self, detector: detect_target.DetectTarget, @@ -138,7 +165,15 @@ def test_multiple_zidane_image(self, IMAGE_COUNT = 4 # Setup - expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) + image = cv2.imread(IMAGE_ZIDANE_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None input_images = [] @@ -154,11 +189,17 @@ def test_multiple_zidane_image(self, # Test for i in range(0, IMAGE_COUNT): - output: "tuple[bool, np.ndarray | None]" = outputs[i] - result, (detections, actual) = output + output: "tuple[bool, tuple[detections_and_time.DetectionsAndTime | None, np.ndarray | None]]" = outputs[i] + result, (actual, _) = output + + detections = actual.detections + assert result assert actual is not None assert detections is not None - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + error = 0 + + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE From d7ca0781c29d790c81a03c4c7fe48e18b08182b0 Mon Sep 17 00:00:00 2001 From: exahn Date: Wed, 29 Nov 2023 22:13:44 -0500 Subject: [PATCH 08/32] added device to predict arg --- tests/test_detect_target.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index 58889961..a9448a40 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -102,6 +102,7 @@ def test_single_bus_image(self, source=image, half=True, stream=False, + device=DEVICE, ) boxes = prediction[0].boxes @@ -135,6 +136,7 @@ def test_single_zidane_image(self, source=image, half=True, stream=False, + device=DEVICE, ) boxes = prediction[0].boxes @@ -170,6 +172,7 @@ def test_multiple_zidane_image(self, source=image, half=True, stream=False, + device=DEVICE, ) boxes = prediction[0].boxes From 8819c3cab2a883ddcae5793ce836cfd4e87b9d48 Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 13 Nov 2023 09:08:50 -0500 Subject: [PATCH 09/32] added annotated image option --- modules/detect_target/detect_target.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 41b28d2a..5af30984 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -34,7 +34,7 @@ def __init__(self, device: "str | int", model_path: str, override_full: bool, sa if save_name != "": self.__filename_prefix = save_name + "_" + str(int(time.time())) + "_" - def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, np.ndarray | None]": + def run(self, data: image_and_time.ImageAndTime, show_annotated: bool = False) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": """ Returns annotated image. TODO: Change to DetectionsAndTime @@ -84,7 +84,11 @@ def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, np.ndarray | No self.__counter += 1 + if show_annotated: + cv2.imshow("Annotated Image", image_annotated) + cv2.waitKey(1) + # TODO: Change this to DetectionsAndTime - return True, image_annotated + return True, detections # pylint: enable=too-few-public-methods From d08e556cf9eaf81e90833ffdb1efbab01b89d577 Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 13 Nov 2023 09:27:06 -0500 Subject: [PATCH 10/32] integrated in main_2024 --- main_2024.py | 9 +++++---- modules/detect_target/detect_target.py | 1 - 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/main_2024.py b/main_2024.py index 0b586875..f7b9541a 100644 --- a/main_2024.py +++ b/main_2024.py @@ -15,6 +15,7 @@ from modules.detect_target import detect_target_worker from modules.flight_interface import flight_interface_worker from modules.video_input import video_input_worker +from modules.detections_and_time import DetectionsAndTime CONFIG_FILE_PATH = pathlib.Path("config.yaml") @@ -131,9 +132,9 @@ def main() -> int: while True: try: - image = detect_target_to_main_queue.queue.get_nowait() + detections = detect_target_to_main_queue.queue.get_nowait() except queue.Empty: - image = None + detections = None odometry_and_time = flight_interface_to_main_queue.queue.get() @@ -147,10 +148,10 @@ def main() -> int: print("pitch: " + str(odometry_and_time.odometry_data.orientation.pitch)) print("") - if image is None: + if detections is None: continue - cv2.imshow("Landing Pad Detector", image) + # cv2.imshow("Landing Pad Detector", image) if cv2.waitKey(1) & 0xFF == ord('q'): break diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 5af30984..056d74e3 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -86,7 +86,6 @@ def run(self, data: image_and_time.ImageAndTime, show_annotated: bool = False) - if show_annotated: cv2.imshow("Annotated Image", image_annotated) - cv2.waitKey(1) # TODO: Change this to DetectionsAndTime return True, detections From bd2a59d7536d263b50ca68447c9da9c3d21c0158 Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 27 Nov 2023 17:21:40 -0500 Subject: [PATCH 11/32] added cli option --- main_2024.py | 3 +++ modules/detect_target/detect_target.py | 11 +++++------ modules/detect_target/detect_target_worker.py | 3 ++- 3 files changed, 10 insertions(+), 7 deletions(-) diff --git a/main_2024.py b/main_2024.py index f7b9541a..9058eb54 100644 --- a/main_2024.py +++ b/main_2024.py @@ -44,6 +44,7 @@ def main() -> int: parser = argparse.ArgumentParser() parser.add_argument("--cpu", action="store_true", help="option to force cpu") parser.add_argument("--full", action="store_true", help="option to force full precision") + parser.add_argument("--show-annotated", action="store_true", help="option to show annotated image") args = parser.parse_args() # Set constants @@ -59,6 +60,7 @@ def main() -> int: DETECT_TARGET_MODEL_PATH = config["detect_target"]["model_path"] DETECT_TARGET_OVERRIDE_FULL_PRECISION = args.full DETECT_TARGET_SAVE_PREFIX = config["detect_target"]["save_prefix"] + DETECT_TARGET_ANNOTATE = args.show_annotated FLIGHT_INTERFACE_ADDRESS = config["flight_interface"]["address"] FLIGHT_INTERFACE_TIMEOUT = config["flight_interface"]["timeout"] @@ -106,6 +108,7 @@ def main() -> int: DETECT_TARGET_MODEL_PATH, DETECT_TARGET_OVERRIDE_FULL_PRECISION, DETECT_TARGET_SAVE_PREFIX, + DETECT_TARGET_ANNOTATE, video_input_to_detect_target_queue, detect_target_to_main_queue, controller, diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 056d74e3..21ef3369 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -17,7 +17,7 @@ class DetectTarget: """ Contains the YOLOv8 model for prediction. """ - def __init__(self, device: "str | int", model_path: str, override_full: bool, save_name: str = ""): + def __init__(self, device: "str | int", model_path: str, override_full: bool, save_name: str = "", show_annotations: bool = False): """ device: name of target device to run inference on (i.e. "cpu" or cuda device 0, 1, 2, 3). model_path: path to the YOLOv8 model. @@ -28,16 +28,16 @@ def __init__(self, device: "str | int", model_path: str, override_full: bool, sa self.__model = ultralytics.YOLO(model_path) self.__counter = 0 self.__enable_half_precision = False if self.__device == "cpu" else True + self.__show_annotations = show_annotations if override_full: self.__enable_half_precision = False self.__filename_prefix = "" if save_name != "": self.__filename_prefix = save_name + "_" + str(int(time.time())) + "_" - def run(self, data: image_and_time.ImageAndTime, show_annotated: bool = False) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": + def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": """ Returns annotated image. - TODO: Change to DetectionsAndTime """ image = data.image predictions = self.__model.predict( @@ -50,7 +50,6 @@ def run(self, data: image_and_time.ImageAndTime, show_annotated: bool = False) - if len(predictions) == 0: return False, None - # TODO: Change this to DetectionsAndTime for image and telemetry merge for 2024 image_annotated = predictions[0].plot(conf=True) # Processing object detection @@ -84,10 +83,10 @@ def run(self, data: image_and_time.ImageAndTime, show_annotated: bool = False) - self.__counter += 1 - if show_annotated: + if self.__show_annotations: cv2.imshow("Annotated Image", image_annotated) + cv2.waitKey(1) - # TODO: Change this to DetectionsAndTime return True, detections # pylint: enable=too-few-public-methods diff --git a/modules/detect_target/detect_target_worker.py b/modules/detect_target/detect_target_worker.py index 6d4fc8fa..3199a52c 100644 --- a/modules/detect_target/detect_target_worker.py +++ b/modules/detect_target/detect_target_worker.py @@ -13,6 +13,7 @@ def detect_target_worker(device: "str | int", model_path: str, override_full: bool, save_name: str, + show_annotations: bool, input_queue: queue_proxy_wrapper.QueueProxyWrapper, output_queue: queue_proxy_wrapper.QueueProxyWrapper, controller: worker_controller.WorkerController): @@ -23,7 +24,7 @@ def detect_target_worker(device: "str | int", input_queue and output_queue are data queues. controller is how the main process communicates to this worker process. """ - detector = detect_target.DetectTarget(device, model_path, override_full, save_name) + detector = detect_target.DetectTarget(device, model_path, override_full, save_name, show_annotations) while not controller.is_exit_requested(): controller.check_pause() From a49c660a584e20bc6f08110ec7c37d79a46ce003 Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 27 Nov 2023 17:36:27 -0500 Subject: [PATCH 12/32] added window closing --- main_2024.py | 4 +++- modules/detect_target/detect_target.py | 1 - 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/main_2024.py b/main_2024.py index 9058eb54..ebfa747b 100644 --- a/main_2024.py +++ b/main_2024.py @@ -154,7 +154,7 @@ def main() -> int: if detections is None: continue - # cv2.imshow("Landing Pad Detector", image) + #cv2.imshow("Landing Pad Detector", image) if cv2.waitKey(1) & 0xFF == ord('q'): break @@ -170,6 +170,8 @@ def main() -> int: detect_target_manager.join_workers() flight_interface_manager.join_workers() + cv2.destroyAllWindows() + return 0 diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 21ef3369..c091aa00 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -85,7 +85,6 @@ def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_ if self.__show_annotations: cv2.imshow("Annotated Image", image_annotated) - cv2.waitKey(1) return True, detections From 20e4018488e290eb16d5c08feaefe3bdf2ab5577 Mon Sep 17 00:00:00 2001 From: exahn Date: Tue, 28 Nov 2023 16:51:47 -0500 Subject: [PATCH 13/32] fixed unit tests --- tests/test_detect_target.py | 64 +++++++++++++++++++++++++++++++------ 1 file changed, 54 insertions(+), 10 deletions(-) diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index f1a74356..98478172 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -7,9 +7,11 @@ import numpy as np import pytest import torch +import ultralytics from modules.detect_target import detect_target from modules import image_and_time +from modules import detections_and_time DEVICE = 0 if torch.cuda.is_available() else "cpu" @@ -20,6 +22,7 @@ IMAGE_ZIDANE_PATH = "tests/model_example/zidane.jpg" IMAGE_ZIDANE_ANNOTATED_PATH = "tests/model_example/zidane_annotated.png" +model = ultralytics.YOLO(MODEL_PATH) @pytest.fixture() def detector(): @@ -94,18 +97,31 @@ def test_single_bus_image(self, Bus image. """ # Setup - expected = cv2.imread(IMAGE_BUS_ANNOTATED_PATH) + image = cv2.imread(IMAGE_BUS_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None # Run result, actual = detector.run(image_bus) + detections = actual.detections # Test assert result assert actual is not None + assert detections is not None - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + error = 0 + + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE def test_single_zidane_image(self, detector: detect_target.DetectTarget, @@ -114,18 +130,31 @@ def test_single_zidane_image(self, Zidane image. """ # Setup - expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) + image = cv2.imread(IMAGE_ZIDANE_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None # Run result, actual = detector.run(image_zidane) + detections = actual.detections # Test assert result assert actual is not None + assert detections is not None + + error = 0 - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE def test_multiple_zidane_image(self, detector: detect_target.DetectTarget, @@ -136,7 +165,15 @@ def test_multiple_zidane_image(self, IMAGE_COUNT = 4 # Setup - expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) + image = cv2.imread(IMAGE_ZIDANE_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None input_images = [] @@ -152,10 +189,17 @@ def test_multiple_zidane_image(self, # Test for i in range(0, IMAGE_COUNT): - output: "tuple[bool, np.ndarray | None]" = outputs[i] + output: "tuple[bool, detections_and_time.DetectionsAndTime | None]" = outputs[i] result, actual = output + + detections = actual.detections + assert result assert actual is not None + assert detections is not None + + error = 0 - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE From 0da5e0199eb016388fe032c54570411511ba48ae Mon Sep 17 00:00:00 2001 From: exahn Date: Tue, 28 Nov 2023 17:05:26 -0500 Subject: [PATCH 14/32] fixed image annotation and modified test cases --- main_2024.py | 4 +- modules/detect_target/detect_target.py | 6 +-- tests/test_detect_target.py | 69 ++++++-------------------- 3 files changed, 19 insertions(+), 60 deletions(-) diff --git a/main_2024.py b/main_2024.py index ebfa747b..3e09fc1f 100644 --- a/main_2024.py +++ b/main_2024.py @@ -135,7 +135,7 @@ def main() -> int: while True: try: - detections = detect_target_to_main_queue.queue.get_nowait() + detections, image = detect_target_to_main_queue.queue.get_nowait() except queue.Empty: detections = None @@ -154,7 +154,7 @@ def main() -> int: if detections is None: continue - #cv2.imshow("Landing Pad Detector", image) + cv2.imshow("Landing Pad Detector", image) if cv2.waitKey(1) & 0xFF == ord('q'): break diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index c091aa00..f615203f 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -35,7 +35,7 @@ def __init__(self, device: "str | int", model_path: str, override_full: bool, sa if save_name != "": self.__filename_prefix = save_name + "_" + str(int(time.time())) + "_" - def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": + def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, tuple[detections_and_time.DetectionsAndTime | None, np.ndarray | None]]": """ Returns annotated image. """ @@ -84,8 +84,8 @@ def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_ self.__counter += 1 if self.__show_annotations: - cv2.imshow("Annotated Image", image_annotated) + return True, (detections, image_annotated) - return True, detections + return True, (detections, None) # pylint: enable=too-few-public-methods diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index 98478172..89f2f2e4 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -7,11 +7,9 @@ import numpy as np import pytest import torch -import ultralytics from modules.detect_target import detect_target from modules import image_and_time -from modules import detections_and_time DEVICE = 0 if torch.cuda.is_available() else "cpu" @@ -22,14 +20,13 @@ IMAGE_ZIDANE_PATH = "tests/model_example/zidane.jpg" IMAGE_ZIDANE_ANNOTATED_PATH = "tests/model_example/zidane_annotated.png" -model = ultralytics.YOLO(MODEL_PATH) @pytest.fixture() def detector(): """ Construct DetectTarget. """ - detection = detect_target.DetectTarget(DEVICE, MODEL_PATH, OVERRIDE_FULL) + detection = detect_target.DetectTarget(DEVICE, MODEL_PATH, OVERRIDE_FULL, show_annotations=True) yield detection @@ -97,31 +94,19 @@ def test_single_bus_image(self, Bus image. """ # Setup - image = cv2.imread(IMAGE_BUS_PATH) - prediction = model.predict( - source=image, - half=True, - stream=False, - ) - - boxes = prediction[0].boxes - expected = boxes.xyxy.detach().cpu().numpy() + expected = cv2.imread(IMAGE_BUS_ANNOTATED_PATH) assert expected is not None # Run - result, actual = detector.run(image_bus) - detections = actual.detections + result, (detections, actual) = detector.run(image_bus) # Test assert result assert actual is not None assert detections is not None - error = 0 - - for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) - assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE + error = rmse(actual, expected) + assert error < self.__IMAGE_DIFFERENCE_TOLERANCE def test_single_zidane_image(self, detector: detect_target.DetectTarget, @@ -130,31 +115,19 @@ def test_single_zidane_image(self, Zidane image. """ # Setup - image = cv2.imread(IMAGE_ZIDANE_PATH) - prediction = model.predict( - source=image, - half=True, - stream=False, - ) - - boxes = prediction[0].boxes - expected = boxes.xyxy.detach().cpu().numpy() + expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) assert expected is not None # Run - result, actual = detector.run(image_zidane) - detections = actual.detections + result, (detections, actual) = detector.run(image_zidane) # Test assert result assert actual is not None assert detections is not None - error = 0 - - for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) - assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE + error = rmse(actual, expected) + assert error < self.__IMAGE_DIFFERENCE_TOLERANCE def test_multiple_zidane_image(self, detector: detect_target.DetectTarget, @@ -165,15 +138,7 @@ def test_multiple_zidane_image(self, IMAGE_COUNT = 4 # Setup - image = cv2.imread(IMAGE_ZIDANE_PATH) - prediction = model.predict( - source=image, - half=True, - stream=False, - ) - - boxes = prediction[0].boxes - expected = boxes.xyxy.detach().cpu().numpy() + expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) assert expected is not None input_images = [] @@ -189,17 +154,11 @@ def test_multiple_zidane_image(self, # Test for i in range(0, IMAGE_COUNT): - output: "tuple[bool, detections_and_time.DetectionsAndTime | None]" = outputs[i] - result, actual = output - - detections = actual.detections - + output: "tuple[bool, np.ndarray | None]" = outputs[i] + result, (detections, actual) = output assert result assert actual is not None assert detections is not None - error = 0 - - for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) - assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE + error = rmse(actual, expected) + assert error < self.__IMAGE_DIFFERENCE_TOLERANCE From 37a37bc5773b38c084f992509f42b7298db17eae Mon Sep 17 00:00:00 2001 From: exahn Date: Wed, 29 Nov 2023 22:05:32 -0500 Subject: [PATCH 15/32] converted unit tests to use bounding boxes --- modules/detect_target/detect_target.py | 2 +- tests/test_detect_target.py | 69 ++++++++++++++++++++------ 2 files changed, 56 insertions(+), 15 deletions(-) diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index f615203f..1d752edd 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -17,7 +17,7 @@ class DetectTarget: """ Contains the YOLOv8 model for prediction. """ - def __init__(self, device: "str | int", model_path: str, override_full: bool, save_name: str = "", show_annotations: bool = False): + def __init__(self, device: "str | int", model_path: str, override_full: bool, show_annotations: bool = False, save_name: str = ""): """ device: name of target device to run inference on (i.e. "cpu" or cuda device 0, 1, 2, 3). model_path: path to the YOLOv8 model. diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index 89f2f2e4..58889961 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -7,9 +7,11 @@ import numpy as np import pytest import torch +import ultralytics from modules.detect_target import detect_target from modules import image_and_time +from modules import detections_and_time DEVICE = 0 if torch.cuda.is_available() else "cpu" @@ -20,13 +22,14 @@ IMAGE_ZIDANE_PATH = "tests/model_example/zidane.jpg" IMAGE_ZIDANE_ANNOTATED_PATH = "tests/model_example/zidane_annotated.png" +model = ultralytics.YOLO(MODEL_PATH) @pytest.fixture() def detector(): """ Construct DetectTarget. """ - detection = detect_target.DetectTarget(DEVICE, MODEL_PATH, OVERRIDE_FULL, show_annotations=True) + detection = detect_target.DetectTarget(DEVICE, MODEL_PATH, OVERRIDE_FULL) yield detection @@ -94,19 +97,31 @@ def test_single_bus_image(self, Bus image. """ # Setup - expected = cv2.imread(IMAGE_BUS_ANNOTATED_PATH) + image = cv2.imread(IMAGE_BUS_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None # Run - result, (detections, actual) = detector.run(image_bus) + result, (actual, _) = detector.run(image_bus) + detections = actual.detections # Test assert result assert actual is not None assert detections is not None - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + error = 0 + + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE def test_single_zidane_image(self, detector: detect_target.DetectTarget, @@ -115,19 +130,31 @@ def test_single_zidane_image(self, Zidane image. """ # Setup - expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) + image = cv2.imread(IMAGE_ZIDANE_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None # Run - result, (detections, actual) = detector.run(image_zidane) + result, (actual, _) = detector.run(image_zidane) + detections = actual.detections # Test assert result assert actual is not None assert detections is not None - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + error = 0 + + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE def test_multiple_zidane_image(self, detector: detect_target.DetectTarget, @@ -138,7 +165,15 @@ def test_multiple_zidane_image(self, IMAGE_COUNT = 4 # Setup - expected = cv2.imread(IMAGE_ZIDANE_ANNOTATED_PATH) + image = cv2.imread(IMAGE_ZIDANE_PATH) + prediction = model.predict( + source=image, + half=True, + stream=False, + ) + + boxes = prediction[0].boxes + expected = boxes.xyxy.detach().cpu().numpy() assert expected is not None input_images = [] @@ -154,11 +189,17 @@ def test_multiple_zidane_image(self, # Test for i in range(0, IMAGE_COUNT): - output: "tuple[bool, np.ndarray | None]" = outputs[i] - result, (detections, actual) = output + output: "tuple[bool, tuple[detections_and_time.DetectionsAndTime | None, np.ndarray | None]]" = outputs[i] + result, (actual, _) = output + + detections = actual.detections + assert result assert actual is not None assert detections is not None - error = rmse(actual, expected) - assert error < self.__IMAGE_DIFFERENCE_TOLERANCE + error = 0 + + for i in range(0, len(detections)): + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE From cb186f45c3e16dd20a0ecc8a32ba2b90634503f5 Mon Sep 17 00:00:00 2001 From: exahn Date: Wed, 29 Nov 2023 22:13:44 -0500 Subject: [PATCH 16/32] added device to predict arg --- tests/test_detect_target.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index 58889961..a9448a40 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -102,6 +102,7 @@ def test_single_bus_image(self, source=image, half=True, stream=False, + device=DEVICE, ) boxes = prediction[0].boxes @@ -135,6 +136,7 @@ def test_single_zidane_image(self, source=image, half=True, stream=False, + device=DEVICE, ) boxes = prediction[0].boxes @@ -170,6 +172,7 @@ def test_multiple_zidane_image(self, source=image, half=True, stream=False, + device=DEVICE, ) boxes = prediction[0].boxes From 724de57a606c2b06f742ea08741c41c04c1b928f Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 4 Dec 2023 10:54:29 -0500 Subject: [PATCH 17/32] remove annotated image from function return --- main_2024.py | 7 +------ modules/detect_target/detect_target.py | 7 ++++--- modules/detect_target/detect_target_worker.py | 2 +- tests/test_detect_target.py | 8 ++++---- 4 files changed, 10 insertions(+), 14 deletions(-) diff --git a/main_2024.py b/main_2024.py index 3e09fc1f..4b953610 100644 --- a/main_2024.py +++ b/main_2024.py @@ -135,7 +135,7 @@ def main() -> int: while True: try: - detections, image = detect_target_to_main_queue.queue.get_nowait() + detections = detect_target_to_main_queue.queue.get_nowait() except queue.Empty: detections = None @@ -154,11 +154,6 @@ def main() -> int: if detections is None: continue - cv2.imshow("Landing Pad Detector", image) - - if cv2.waitKey(1) & 0xFF == ord('q'): - break - # Teardown controller.request_exit() diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 1d752edd..8954aa36 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -35,7 +35,7 @@ def __init__(self, device: "str | int", model_path: str, override_full: bool, sh if save_name != "": self.__filename_prefix = save_name + "_" + str(int(time.time())) + "_" - def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, tuple[detections_and_time.DetectionsAndTime | None, np.ndarray | None]]": + def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": """ Returns annotated image. """ @@ -84,8 +84,9 @@ def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, tuple[detection self.__counter += 1 if self.__show_annotations: - return True, (detections, image_annotated) + cv2.imshow("Annotated", image_annotated) + cv2.waitKey(1) - return True, (detections, None) + return True, detections # pylint: enable=too-few-public-methods diff --git a/modules/detect_target/detect_target_worker.py b/modules/detect_target/detect_target_worker.py index 3199a52c..c2061e54 100644 --- a/modules/detect_target/detect_target_worker.py +++ b/modules/detect_target/detect_target_worker.py @@ -24,7 +24,7 @@ def detect_target_worker(device: "str | int", input_queue and output_queue are data queues. controller is how the main process communicates to this worker process. """ - detector = detect_target.DetectTarget(device, model_path, override_full, save_name, show_annotations) + detector = detect_target.DetectTarget(device, model_path, override_full, show_annotations, save_name) while not controller.is_exit_requested(): controller.check_pause() diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index a9448a40..3385285a 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -110,7 +110,7 @@ def test_single_bus_image(self, assert expected is not None # Run - result, (actual, _) = detector.run(image_bus) + result, actual = detector.run(image_bus) detections = actual.detections # Test @@ -144,7 +144,7 @@ def test_single_zidane_image(self, assert expected is not None # Run - result, (actual, _) = detector.run(image_zidane) + result, actual = detector.run(image_zidane) detections = actual.detections # Test @@ -192,8 +192,8 @@ def test_multiple_zidane_image(self, # Test for i in range(0, IMAGE_COUNT): - output: "tuple[bool, tuple[detections_and_time.DetectionsAndTime | None, np.ndarray | None]]" = outputs[i] - result, (actual, _) = output + output: "tuple[bool, detections_and_time.DetectionsAndTime | None]" = outputs[i] + result, actual = output detections = actual.detections From 5e6c8e7ded12d4c42bd94ca56bd711c399342316 Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 15 Jan 2024 20:39:09 -0500 Subject: [PATCH 18/32] added hardcoded values for testing target detection --- main_2024.py | 4 +- tests/model_example/bus_expected.txt | 5 +++ tests/model_example/generate_expected.py | 9 +++++ tests/model_example/zidane_annotated.png | Bin 1051278 -> 1051608 bytes tests/model_example/zidane_expected.txt | 3 ++ tests/test_detect_target.py | 47 +++-------------------- 6 files changed, 24 insertions(+), 44 deletions(-) create mode 100644 tests/model_example/bus_expected.txt create mode 100644 tests/model_example/zidane_expected.txt diff --git a/main_2024.py b/main_2024.py index 4b953610..1c50b6c7 100644 --- a/main_2024.py +++ b/main_2024.py @@ -151,8 +151,8 @@ def main() -> int: print("pitch: " + str(odometry_and_time.odometry_data.orientation.pitch)) print("") - if detections is None: - continue + if cv2.waitKey(1) & 0xFF == ord("q"): + break # Teardown controller.request_exit() diff --git a/tests/model_example/bus_expected.txt b/tests/model_example/bus_expected.txt new file mode 100644 index 00000000..f5ae7f68 --- /dev/null +++ b/tests/model_example/bus_expected.txt @@ -0,0 +1,5 @@ +1.518750000000000000e+01 2.286562500000000000e+02 8.083125000000000000e+02 7.484062500000000000e+02 +6.674062500000000000e+02 3.898125000000000000e+02 8.091562500000000000e+02 8.783437500000000000e+02 +4.978125000000000000e+01 4.016250000000000000e+02 2.444765625000000000e+02 9.019687500000000000e+02 +2.223281250000000000e+02 4.083750000000000000e+02 3.455156250000000000e+02 8.606250000000000000e+02 +1.582031250000000000e-01 5.509687500000000000e+02 6.517968750000000000e+01 8.690625000000000000e+02 diff --git a/tests/model_example/generate_expected.py b/tests/model_example/generate_expected.py index d21c23cb..5ce2c3dc 100644 --- a/tests/model_example/generate_expected.py +++ b/tests/model_example/generate_expected.py @@ -4,6 +4,7 @@ """ import cv2 +import numpy as np import ultralytics @@ -33,8 +34,16 @@ image_bus_annotated = results_bus[0].plot(conf=True) image_zidane_annotated = results_zidane[0].plot(conf=True) + # Generate expected + bus_expected = results_bus[0].boxes.xyxy.detach().cpu().numpy() + zidane_expected = results_zidane[0].boxes.xyxy.detach().cpu().numpy() + # Save image cv2.imwrite("tests/model_example/bus_annotated.png", image_bus_annotated) cv2.imwrite("tests/model_example/zidane_annotated.png", image_zidane_annotated) + + # Save expected to text file + np.savetxt("tests/model_example/bus_expected.txt", bus_expected) + np.savetxt("tests/model_example/zidane_expected.txt", zidane_expected) print("Done!") diff --git a/tests/model_example/zidane_annotated.png 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1.140000000000000000e+03 7.130000000000000000e+02 +1.450000000000000000e+02 2.000000000000000000e+02 1.108000000000000000e+03 7.130000000000000000e+02 +4.375000000000000000e+02 4.347500000000000000e+02 5.300000000000000000e+02 7.170000000000000000e+02 diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index 3385285a..fdee19c5 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -23,6 +23,8 @@ IMAGE_ZIDANE_ANNOTATED_PATH = "tests/model_example/zidane_annotated.png" model = ultralytics.YOLO(MODEL_PATH) +expected_bus = np.loadtxt("tests/model_example/bus_expected.txt") +expected_zidane = np.loadtxt("tests/model_example/zidane_expected.txt") @pytest.fixture() def detector(): @@ -96,19 +98,6 @@ def test_single_bus_image(self, """ Bus image. """ - # Setup - image = cv2.imread(IMAGE_BUS_PATH) - prediction = model.predict( - source=image, - half=True, - stream=False, - device=DEVICE, - ) - - boxes = prediction[0].boxes - expected = boxes.xyxy.detach().cpu().numpy() - assert expected is not None - # Run result, actual = detector.run(image_bus) detections = actual.detections @@ -121,7 +110,7 @@ def test_single_bus_image(self, error = 0 for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected_bus[i]) assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE def test_single_zidane_image(self, @@ -130,19 +119,6 @@ def test_single_zidane_image(self, """ Zidane image. """ - # Setup - image = cv2.imread(IMAGE_ZIDANE_PATH) - prediction = model.predict( - source=image, - half=True, - stream=False, - device=DEVICE, - ) - - boxes = prediction[0].boxes - expected = boxes.xyxy.detach().cpu().numpy() - assert expected is not None - # Run result, actual = detector.run(image_zidane) detections = actual.detections @@ -155,7 +131,7 @@ def test_single_zidane_image(self, error = 0 for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected_zidane[i]) assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE def test_multiple_zidane_image(self, @@ -166,19 +142,6 @@ def test_multiple_zidane_image(self, """ IMAGE_COUNT = 4 - # Setup - image = cv2.imread(IMAGE_ZIDANE_PATH) - prediction = model.predict( - source=image, - half=True, - stream=False, - device=DEVICE, - ) - - boxes = prediction[0].boxes - expected = boxes.xyxy.detach().cpu().numpy() - assert expected is not None - input_images = [] for _ in range(0, IMAGE_COUNT): input_image = copy.deepcopy(image_zidane) @@ -204,5 +167,5 @@ def test_multiple_zidane_image(self, error = 0 for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected[i]) + error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected_zidane[i]) assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE From 479a361686a48869cca780fb8cd36d4ce1ea5434 Mon Sep 17 00:00:00 2001 From: exahn Date: Sat, 27 Jan 2024 10:46:59 -0500 Subject: [PATCH 19/32] Changed tests to use absolute error tolerance, Added checks for number of detections, Changed variable names --- main_2024.py | 15 ++- modules/detect_target/detect_target.py | 1 - ...{bus_expected.txt => bounding_box_bus.txt} | 0 ...e_expected.txt => bounding_box_zidane.txt} | 0 tests/model_example/generate_expected.py | 24 +++-- tests/test_detect_target.py | 102 +++++++++--------- 6 files changed, 76 insertions(+), 66 deletions(-) rename tests/model_example/{bus_expected.txt => bounding_box_bus.txt} (100%) rename tests/model_example/{zidane_expected.txt => bounding_box_zidane.txt} (100%) diff --git a/main_2024.py b/main_2024.py index 1c50b6c7..0d2bac13 100644 --- a/main_2024.py +++ b/main_2024.py @@ -60,7 +60,7 @@ def main() -> int: DETECT_TARGET_MODEL_PATH = config["detect_target"]["model_path"] DETECT_TARGET_OVERRIDE_FULL_PRECISION = args.full DETECT_TARGET_SAVE_PREFIX = config["detect_target"]["save_prefix"] - DETECT_TARGET_ANNOTATE = args.show_annotated + DETECT_TARGET_SHOW_ANNOTATED = args.show_annotated FLIGHT_INTERFACE_ADDRESS = config["flight_interface"]["address"] FLIGHT_INTERFACE_TIMEOUT = config["flight_interface"]["timeout"] @@ -108,7 +108,7 @@ def main() -> int: DETECT_TARGET_MODEL_PATH, DETECT_TARGET_OVERRIDE_FULL_PRECISION, DETECT_TARGET_SAVE_PREFIX, - DETECT_TARGET_ANNOTATE, + DETECT_TARGET_SHOW_ANNOTATED, video_input_to_detect_target_queue, detect_target_to_main_queue, controller, @@ -139,6 +139,14 @@ def main() -> int: except queue.Empty: detections = None + if detections is not None: + print("timestamp: " + str(detections.timestamp)) + print("detections: " + str(len(detections.detections))) + for detection in detections.detections: + print(" label: " + str(detection.label)) + print(" confidence: " + str(detection.confidence)) + print("") + odometry_and_time = flight_interface_to_main_queue.queue.get() if odometry_and_time is not None: @@ -151,7 +159,8 @@ def main() -> int: print("pitch: " + str(odometry_and_time.odometry_data.orientation.pitch)) print("") - if cv2.waitKey(1) & 0xFF == ord("q"): + if cv2.waitKey(1) == ord("q"): + print("Exiting main loop") break # Teardown diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 8954aa36..d76cd813 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -85,7 +85,6 @@ def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_ if self.__show_annotations: cv2.imshow("Annotated", image_annotated) - cv2.waitKey(1) return True, detections diff --git a/tests/model_example/bus_expected.txt b/tests/model_example/bounding_box_bus.txt similarity index 100% rename from tests/model_example/bus_expected.txt rename to tests/model_example/bounding_box_bus.txt diff --git a/tests/model_example/zidane_expected.txt b/tests/model_example/bounding_box_zidane.txt similarity index 100% rename from tests/model_example/zidane_expected.txt rename to tests/model_example/bounding_box_zidane.txt diff --git a/tests/model_example/generate_expected.py b/tests/model_example/generate_expected.py index 5ce2c3dc..c4eb7539 100644 --- a/tests/model_example/generate_expected.py +++ b/tests/model_example/generate_expected.py @@ -6,16 +6,22 @@ import cv2 import numpy as np import ultralytics +import pathlib # Downloaded from: https://github.com/ultralytics/assets/releases -MODEL_PATH = "tests/model_example/yolov8s_ultralytics_pretrained_default.pt" +MODEL_PATH = pathlib.Path("tests/model_example/yolov8s_ultralytics_pretrained_default.pt") + +BUS_IMAGE_PATH = pathlib.Path("tests/model_example/bus.jpg") +ZIDANE_IMAGE_PATH = pathlib.Path("tests/model_example/zidane.jpg") + +SAVE_PATH = pathlib.Path("tests/model_example") if __name__ == "__main__": model = ultralytics.YOLO(MODEL_PATH) - image_bus = cv2.imread("tests/model_example/bus.jpg") - image_zidane = cv2.imread("tests/model_example/zidane.jpg") + image_bus = cv2.imread(BUS_IMAGE_PATH) + image_zidane = cv2.imread(ZIDANE_IMAGE_PATH) # ultralytics saves as .jpg , bad for testing reproducibility results_bus = model.predict( @@ -35,15 +41,15 @@ image_zidane_annotated = results_zidane[0].plot(conf=True) # Generate expected - bus_expected = results_bus[0].boxes.xyxy.detach().cpu().numpy() - zidane_expected = results_zidane[0].boxes.xyxy.detach().cpu().numpy() + bounding_box_bus = results_bus[0].boxes.xyxy.detach().cpu().numpy() + bounding_box_zidane = results_zidane[0].boxes.xyxy.detach().cpu().numpy() # Save image - cv2.imwrite("tests/model_example/bus_annotated.png", image_bus_annotated) - cv2.imwrite("tests/model_example/zidane_annotated.png", image_zidane_annotated) + cv2.imwrite(f"{SAVE_PATH}/bus_annotated.png", image_bus_annotated) + cv2.imwrite(f"{SAVE_PATH}/zidane_annotated.png", image_zidane_annotated) # Save expected to text file - np.savetxt("tests/model_example/bus_expected.txt", bus_expected) - np.savetxt("tests/model_example/zidane_expected.txt", zidane_expected) + np.savetxt(f"{SAVE_PATH}/bounding_box_bus.txt", bounding_box_bus) + np.savetxt(f"{SAVE_PATH}/bounding_box_zidane.txt", bounding_box_zidane) print("Done!") diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index fdee19c5..7009a11e 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -7,7 +7,6 @@ import numpy as np import pytest import torch -import ultralytics from modules.detect_target import detect_target from modules import image_and_time @@ -19,12 +18,10 @@ OVERRIDE_FULL = False # Tests are able to handle both full and half precision. IMAGE_BUS_PATH = "tests/model_example/bus.jpg" IMAGE_BUS_ANNOTATED_PATH = "tests/model_example/bus_annotated.png" +BOUNDING_BOX_BUS_PATH = "tests/model_example/bounding_box_bus.txt" IMAGE_ZIDANE_PATH = "tests/model_example/zidane.jpg" IMAGE_ZIDANE_ANNOTATED_PATH = "tests/model_example/zidane_annotated.png" - -model = ultralytics.YOLO(MODEL_PATH) -expected_bus = np.loadtxt("tests/model_example/bus_expected.txt") -expected_zidane = np.loadtxt("tests/model_example/zidane_expected.txt") +BOUNDING_BOX_ZIDANE_PATH = "tests/model_example/bounding_box_zidane.txt" @pytest.fixture() def detector(): @@ -58,85 +55,83 @@ def image_zidane(): assert zidane_image is not None yield zidane_image +@pytest.fixture() +def expected_bus(): + """ + Load expected bus image. + """ + expected_bus = np.loadtxt(BOUNDING_BOX_BUS_PATH) + assert expected_bus is not None + yield expected_bus -def rmse(actual: np.ndarray, - expected: np.ndarray) -> float: - """ - Helper function to compute root mean squared error. - """ - mean_squared_error = np.square(actual - expected).mean() - - return np.sqrt(mean_squared_error) - - -def test_rmse(): - """ - Root mean squared error. - """ - # Setup - sample_actual = np.array([1, 2, 3, 4, 5]) - sample_expected = np.array([1.6, 2.5, 2.9, 3, 4.1]) - EXPECTED_ERROR = np.sqrt(0.486) - - # Run - actual_error = rmse(sample_actual, sample_expected) - - # Test - np.testing.assert_almost_equal(actual_error, EXPECTED_ERROR) - +@pytest.fixture() +def expected_zidane(): + """ + Load expected Zidane image. + """ + expected_zidane = np.loadtxt(BOUNDING_BOX_ZIDANE_PATH) + assert expected_zidane is not None + yield expected_zidane class TestDetector: """ Tests `DetectTarget.run()` . """ - __IMAGE_DIFFERENCE_TOLERANCE = 1 + __BOUNDING_BOX_TOLERANCE = 1e-7 def test_single_bus_image(self, detector: detect_target.DetectTarget, - image_bus: image_and_time.ImageAndTime): + image_bus: image_and_time.ImageAndTime, + expected_bus: np.ndarray): """ Bus image. """ # Run result, actual = detector.run(image_bus) - detections = actual.detections # Test assert result assert actual is not None - assert detections is not None + + detections = actual.detections - error = 0 + assert len(detections) == expected_bus.shape[0] - for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected_bus[i]) - assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE + errors = np.full((1, expected_bus.shape[1]), 1) + + for i in range(0, expected_bus.shape[0]): + errors = np.abs(np.array([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2]) - expected_bus[i]) + assert all(e < self.__BOUNDING_BOX_TOLERANCE for e in errors) def test_single_zidane_image(self, detector: detect_target.DetectTarget, - image_zidane: image_and_time.ImageAndTime): + image_zidane: image_and_time.ImageAndTime, + expected_zidane: np.ndarray): """ Zidane image. """ # Run result, actual = detector.run(image_zidane) - detections = actual.detections # Test assert result assert actual is not None - assert detections is not None - error = 0 + detections = actual.detections + + assert len(detections) == expected_zidane.shape[0] - for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected_zidane[i]) - assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE + errors = np.full((1, expected_zidane.shape[0]), 1) + + for i in range(0, expected_zidane.shape[0]): + errors = np.abs(np.array([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2]) - expected_zidane[i]) + assert all(e < self.__BOUNDING_BOX_TOLERANCE for e in errors) def test_multiple_zidane_image(self, detector: detect_target.DetectTarget, - image_zidane: image_and_time.ImageAndTime): + image_zidane: image_and_time.ImageAndTime, + expected_zidane: np.ndarray): """ Multiple Zidane images. """ @@ -157,15 +152,16 @@ def test_multiple_zidane_image(self, for i in range(0, IMAGE_COUNT): output: "tuple[bool, detections_and_time.DetectionsAndTime | None]" = outputs[i] result, actual = output - - detections = actual.detections assert result assert actual is not None - assert detections is not None + + detections = actual.detections + + assert len(detections) == expected_zidane.shape[0] - error = 0 + errors = np.full((1, expected_zidane.shape[0]), 1) - for i in range(0, len(detections)): - error += rmse([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2], expected_zidane[i]) - assert (error / len(detections)) < self.__IMAGE_DIFFERENCE_TOLERANCE + for i in range(0, expected_zidane.shape[0]): + errors = np.abs(np.array([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2]) - expected_zidane[i]) + assert all(e < self.__BOUNDING_BOX_TOLERANCE for e in errors) From 0b2f4b73a9d9755728ffa2ea24dcfe5ca052f780 Mon Sep 17 00:00:00 2001 From: exahn Date: Sun, 4 Feb 2024 20:07:52 -0500 Subject: [PATCH 20/32] edited paths to use pathlib --- tests/model_example/generate_expected.py | 23 ++++++++++++++--------- tests/test_detect_target.py | 19 +++++++++---------- 2 files changed, 23 insertions(+), 19 deletions(-) diff --git a/tests/model_example/generate_expected.py b/tests/model_example/generate_expected.py index c4eb7539..d7b313cf 100644 --- a/tests/model_example/generate_expected.py +++ b/tests/model_example/generate_expected.py @@ -10,12 +10,17 @@ # Downloaded from: https://github.com/ultralytics/assets/releases -MODEL_PATH = pathlib.Path("tests/model_example/yolov8s_ultralytics_pretrained_default.pt") +MODEL_PATH = pathlib.Path("tests", "model_example", "yolov8s_ultralytics_pretrained_default.pt") -BUS_IMAGE_PATH = pathlib.Path("tests/model_example/bus.jpg") -ZIDANE_IMAGE_PATH = pathlib.Path("tests/model_example/zidane.jpg") +BUS_IMAGE_PATH = pathlib.Path("tests", "model_example", "bus.jpg") +ZIDANE_IMAGE_PATH = pathlib.Path("tests", "model_example", "zidane.jpg") -SAVE_PATH = pathlib.Path("tests/model_example") +SAVE_PATH = pathlib.Path("tests", "model_example") + +BUS_IMAGE_ANNOTATED_PATH = pathlib.Path(SAVE_PATH, "bus_annotated.png") +ZIDANE_IMAGE_ANNOTATED_PATH = pathlib.Path(SAVE_PATH, "zidane_annotated.png") +BUS_BOUNDING_BOX_PATH = pathlib.Path(SAVE_PATH, "bounding_box_bus.txt") +ZIDANE_BOUNDING_BOX_PATH = pathlib.Path(SAVE_PATH, "bounding_box_zidane.txt") if __name__ == "__main__": @@ -40,16 +45,16 @@ image_bus_annotated = results_bus[0].plot(conf=True) image_zidane_annotated = results_zidane[0].plot(conf=True) - # Generate expected + # Generate expected bounding_box_bus = results_bus[0].boxes.xyxy.detach().cpu().numpy() bounding_box_zidane = results_zidane[0].boxes.xyxy.detach().cpu().numpy() # Save image - cv2.imwrite(f"{SAVE_PATH}/bus_annotated.png", image_bus_annotated) - cv2.imwrite(f"{SAVE_PATH}/zidane_annotated.png", image_zidane_annotated) + cv2.imwrite(BUS_IMAGE_ANNOTATED_PATH, image_bus_annotated) + cv2.imwrite(ZIDANE_IMAGE_ANNOTATED_PATH, image_zidane_annotated) # Save expected to text file - np.savetxt(f"{SAVE_PATH}/bounding_box_bus.txt", bounding_box_bus) - np.savetxt(f"{SAVE_PATH}/bounding_box_zidane.txt", bounding_box_zidane) + np.savetxt(BUS_BOUNDING_BOX_PATH, bounding_box_bus) + np.savetxt(ZIDANE_BOUNDING_BOX_PATH, bounding_box_zidane) print("Done!") diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index 7009a11e..bb31be86 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -5,6 +5,7 @@ import cv2 import numpy as np +import pathlib import pytest import torch @@ -14,14 +15,12 @@ DEVICE = 0 if torch.cuda.is_available() else "cpu" -MODEL_PATH = "tests/model_example/yolov8s_ultralytics_pretrained_default.pt" -OVERRIDE_FULL = False # Tests are able to handle both full and half precision. -IMAGE_BUS_PATH = "tests/model_example/bus.jpg" -IMAGE_BUS_ANNOTATED_PATH = "tests/model_example/bus_annotated.png" -BOUNDING_BOX_BUS_PATH = "tests/model_example/bounding_box_bus.txt" -IMAGE_ZIDANE_PATH = "tests/model_example/zidane.jpg" -IMAGE_ZIDANE_ANNOTATED_PATH = "tests/model_example/zidane_annotated.png" -BOUNDING_BOX_ZIDANE_PATH = "tests/model_example/bounding_box_zidane.txt" +MODEL_PATH = pathlib.Path("tests", "model_example", "yolov8s_ultralytics_pretrained_default.pt") +OVERRIDE_FULL = not torch.cuda.is_available() # CPU does not support half precision +IMAGE_BUS_PATH = pathlib.Path("tests", "model_example", "bus.jpg") +BOUNDING_BOX_BUS_PATH = pathlib.Path("tests", "model_example", "bounding_box_bus.txt") +IMAGE_ZIDANE_PATH = pathlib.Path("tests", "model_example", "zidane.jpg") +BOUNDING_BOX_ZIDANE_PATH = pathlib.Path("tests", "model_example", "bounding_box_zidane.txt") @pytest.fixture() def detector(): @@ -58,7 +57,7 @@ def image_zidane(): @pytest.fixture() def expected_bus(): """ - Load expected bus image. + Load expected bus bounding box. """ expected_bus = np.loadtxt(BOUNDING_BOX_BUS_PATH) assert expected_bus is not None @@ -67,7 +66,7 @@ def expected_bus(): @pytest.fixture() def expected_zidane(): """ - Load expected Zidane image. + Load expected Zidane bounding box. """ expected_zidane = np.loadtxt(BOUNDING_BOX_ZIDANE_PATH) assert expected_zidane is not None From ba05393cc7e30a8941760e49d02593262756650b Mon Sep 17 00:00:00 2001 From: exahn Date: Sun, 4 Feb 2024 22:13:32 -0500 Subject: [PATCH 21/32] Fixed tests to use detections and time object --- tests/model_example/bounding_box_bus.txt | 10 +-- tests/model_example/bounding_box_zidane.txt | 6 +- tests/model_example/generate_expected.py | 15 ++++- tests/test_detect_target.py | 74 ++++++++++++--------- 4 files changed, 62 insertions(+), 43 deletions(-) diff --git a/tests/model_example/bounding_box_bus.txt b/tests/model_example/bounding_box_bus.txt index f5ae7f68..0bb5b817 100644 --- a/tests/model_example/bounding_box_bus.txt +++ b/tests/model_example/bounding_box_bus.txt @@ -1,5 +1,5 @@ -1.518750000000000000e+01 2.286562500000000000e+02 8.083125000000000000e+02 7.484062500000000000e+02 -6.674062500000000000e+02 3.898125000000000000e+02 8.091562500000000000e+02 8.783437500000000000e+02 -4.978125000000000000e+01 4.016250000000000000e+02 2.444765625000000000e+02 9.019687500000000000e+02 -2.223281250000000000e+02 4.083750000000000000e+02 3.455156250000000000e+02 8.606250000000000000e+02 -1.582031250000000000e-01 5.509687500000000000e+02 6.517968750000000000e+01 8.690625000000000000e+02 +9.213867187500000000e-01 5.000000000000000000e+00 1.518750000000000000e+01 2.286562500000000000e+02 8.083125000000000000e+02 7.484062500000000000e+02 +8.930664062500000000e-01 0.000000000000000000e+00 6.674062500000000000e+02 3.898125000000000000e+02 8.091562500000000000e+02 8.783437500000000000e+02 +8.867187500000000000e-01 0.000000000000000000e+00 4.978125000000000000e+01 4.016250000000000000e+02 2.444765625000000000e+02 9.019687500000000000e+02 +8.779296875000000000e-01 0.000000000000000000e+00 2.223281250000000000e+02 4.083750000000000000e+02 3.455156250000000000e+02 8.606250000000000000e+02 +6.113281250000000000e-01 0.000000000000000000e+00 1.582031250000000000e-01 5.509687500000000000e+02 6.517968750000000000e+01 8.690625000000000000e+02 diff --git a/tests/model_example/bounding_box_zidane.txt b/tests/model_example/bounding_box_zidane.txt index 093430cd..b570395a 100644 --- a/tests/model_example/bounding_box_zidane.txt +++ b/tests/model_example/bounding_box_zidane.txt @@ -1,3 +1,3 @@ -7.480000000000000000e+02 4.150000000000000000e+01 1.140000000000000000e+03 7.130000000000000000e+02 -1.450000000000000000e+02 2.000000000000000000e+02 1.108000000000000000e+03 7.130000000000000000e+02 -4.375000000000000000e+02 4.347500000000000000e+02 5.300000000000000000e+02 7.170000000000000000e+02 +8.896484375000000000e-01 0.000000000000000000e+00 7.480000000000000000e+02 4.150000000000000000e+01 1.140000000000000000e+03 7.130000000000000000e+02 +8.847656250000000000e-01 0.000000000000000000e+00 1.450000000000000000e+02 2.000000000000000000e+02 1.108000000000000000e+03 7.130000000000000000e+02 +7.167968750000000000e-01 2.700000000000000000e+01 4.375000000000000000e+02 4.347500000000000000e+02 5.300000000000000000e+02 7.170000000000000000e+02 diff --git a/tests/model_example/generate_expected.py b/tests/model_example/generate_expected.py index d7b313cf..dc396b48 100644 --- a/tests/model_example/generate_expected.py +++ b/tests/model_example/generate_expected.py @@ -49,12 +49,21 @@ bounding_box_bus = results_bus[0].boxes.xyxy.detach().cpu().numpy() bounding_box_zidane = results_zidane[0].boxes.xyxy.detach().cpu().numpy() + conf_bus = results_bus[0].boxes.conf.detach().cpu().numpy() + conf_zidane = results_zidane[0].boxes.conf.detach().cpu().numpy() + + labels_bus = results_bus[0].boxes.cls.detach().cpu().numpy() + labels_zidane = results_zidane[0].boxes.cls.detach().cpu().numpy() + + predictions_bus = np.insert(bounding_box_bus, 0, [conf_bus, labels_bus], axis=1) + predictions_zidane = np.insert(bounding_box_zidane, 0, [conf_zidane, labels_zidane], axis=1) + # Save image cv2.imwrite(BUS_IMAGE_ANNOTATED_PATH, image_bus_annotated) cv2.imwrite(ZIDANE_IMAGE_ANNOTATED_PATH, image_zidane_annotated) - # Save expected to text file - np.savetxt(BUS_BOUNDING_BOX_PATH, bounding_box_bus) - np.savetxt(ZIDANE_BOUNDING_BOX_PATH, bounding_box_zidane) + # Save expected to text file + np.savetxt(BUS_BOUNDING_BOX_PATH, predictions_bus) + np.savetxt(ZIDANE_BOUNDING_BOX_PATH, predictions_zidane) print("Done!") diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index bb31be86..ad14138d 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -22,6 +22,27 @@ IMAGE_ZIDANE_PATH = pathlib.Path("tests", "model_example", "zidane.jpg") BOUNDING_BOX_ZIDANE_PATH = pathlib.Path("tests", "model_example", "bounding_box_zidane.txt") +BOUNDING_BOX_TOLERANCE = 7 + +def compare_detections(expected: detections_and_time.DetectionsAndTime, actual: detections_and_time.DetectionsAndTime) -> None: + """ + Compare expected and actual detections. + """ + assert len(expected.detections) == len(actual.detections) + + for i in range(0, len(expected.detections)): + expected_detection = expected.detections[i] + actual_detection = actual.detections[i] + + assert expected_detection.label == actual_detection.label + np.testing.assert_almost_equal(expected_detection.confidence, actual_detection.confidence, decimal=BOUNDING_BOX_TOLERANCE) + + np.testing.assert_almost_equal(expected_detection.x1, actual_detection.x1, decimal=BOUNDING_BOX_TOLERANCE) + np.testing.assert_almost_equal(expected_detection.y1, actual_detection.y1, decimal=BOUNDING_BOX_TOLERANCE) + np.testing.assert_almost_equal(expected_detection.x2, actual_detection.x2, decimal=BOUNDING_BOX_TOLERANCE) + np.testing.assert_almost_equal(expected_detection.y2, actual_detection.y2, decimal=BOUNDING_BOX_TOLERANCE) + + @pytest.fixture() def detector(): """ @@ -60,8 +81,14 @@ def expected_bus(): Load expected bus bounding box. """ expected_bus = np.loadtxt(BOUNDING_BOX_BUS_PATH) - assert expected_bus is not None - yield expected_bus + detections = detections_and_time.DetectionsAndTime(0) + for i in range(0, expected_bus.shape[0]): + result, detection = detections_and_time.Detection.create(expected_bus[i][-4:], int(expected_bus[i][1]), expected_bus[i][0]) + if result: + detections.append(detection) + + assert detections is not None + yield detections @pytest.fixture() def expected_zidane(): @@ -69,16 +96,20 @@ def expected_zidane(): Load expected Zidane bounding box. """ expected_zidane = np.loadtxt(BOUNDING_BOX_ZIDANE_PATH) - assert expected_zidane is not None - yield expected_zidane + detections = detections_and_time.DetectionsAndTime(0) + for i in range(0, expected_zidane.shape[0]): + result, detection = detections_and_time.Detection.create(expected_zidane[i][-4:], int(expected_zidane[i][1]), expected_zidane[i][0]) + if result: + detections.append(detection) + + assert detections is not None + yield detections class TestDetector: """ Tests `DetectTarget.run()` . """ - __BOUNDING_BOX_TOLERANCE = 1e-7 - def test_single_bus_image(self, detector: detect_target.DetectTarget, image_bus: image_and_time.ImageAndTime, @@ -93,15 +124,10 @@ def test_single_bus_image(self, assert result assert actual is not None - detections = actual.detections - - assert len(detections) == expected_bus.shape[0] - - errors = np.full((1, expected_bus.shape[1]), 1) + print(len(actual.detections)) - for i in range(0, expected_bus.shape[0]): - errors = np.abs(np.array([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2]) - expected_bus[i]) - assert all(e < self.__BOUNDING_BOX_TOLERANCE for e in errors) + compare_detections(expected_bus, actual) + def test_single_zidane_image(self, detector: detect_target.DetectTarget, @@ -117,15 +143,7 @@ def test_single_zidane_image(self, assert result assert actual is not None - detections = actual.detections - - assert len(detections) == expected_zidane.shape[0] - - errors = np.full((1, expected_zidane.shape[0]), 1) - - for i in range(0, expected_zidane.shape[0]): - errors = np.abs(np.array([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2]) - expected_zidane[i]) - assert all(e < self.__BOUNDING_BOX_TOLERANCE for e in errors) + compare_detections(expected_zidane, actual) def test_multiple_zidane_image(self, detector: detect_target.DetectTarget, @@ -155,12 +173,4 @@ def test_multiple_zidane_image(self, assert result assert actual is not None - detections = actual.detections - - assert len(detections) == expected_zidane.shape[0] - - errors = np.full((1, expected_zidane.shape[0]), 1) - - for i in range(0, expected_zidane.shape[0]): - errors = np.abs(np.array([detections[i].x1, detections[i].y1, detections[i].x2, detections[i].y2]) - expected_zidane[i]) - assert all(e < self.__BOUNDING_BOX_TOLERANCE for e in errors) + compare_detections(expected_zidane, actual) From ca549bae4e0eee8a92dbc0ae8b5cc464fea5fdff Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 5 Feb 2024 18:55:29 -0500 Subject: [PATCH 22/32] fixed path errors in build --- tests/test_detect_target.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index ad14138d..e3e35bc8 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -57,7 +57,7 @@ def image_bus(): """ Load bus image. """ - image = cv2.imread(IMAGE_BUS_PATH) + image = cv2.imread(str(IMAGE_BUS_PATH)) result, bus_image = image_and_time.ImageAndTime.create(image) assert result assert bus_image is not None @@ -69,7 +69,7 @@ def image_zidane(): """ Load Zidane image. """ - image = cv2.imread(IMAGE_ZIDANE_PATH) + image = cv2.imread(str(IMAGE_ZIDANE_PATH)) result, zidane_image = image_and_time.ImageAndTime.create(image) assert result assert zidane_image is not None From 0ab48c9ffb3ee4cb6dad38afaad66039fb518fc4 Mon Sep 17 00:00:00 2001 From: exahn Date: Mon, 5 Feb 2024 21:16:45 -0500 Subject: [PATCH 23/32] Offloaded fixture setup to a separate function and added comments --- tests/model_example/generate_expected.py | 16 +++---- tests/test_detect_target.py | 60 ++++++++++++------------ 2 files changed, 37 insertions(+), 39 deletions(-) diff --git a/tests/model_example/generate_expected.py b/tests/model_example/generate_expected.py index dc396b48..ffee3b23 100644 --- a/tests/model_example/generate_expected.py +++ b/tests/model_example/generate_expected.py @@ -11,16 +11,15 @@ # Downloaded from: https://github.com/ultralytics/assets/releases MODEL_PATH = pathlib.Path("tests", "model_example", "yolov8s_ultralytics_pretrained_default.pt") +TEST_PATH = pathlib.Path("tests", "model_example") -BUS_IMAGE_PATH = pathlib.Path("tests", "model_example", "bus.jpg") -ZIDANE_IMAGE_PATH = pathlib.Path("tests", "model_example", "zidane.jpg") +BUS_IMAGE_PATH = pathlib.Path(TEST_PATH, "bus.jpg") +ZIDANE_IMAGE_PATH = pathlib.Path(TEST_PATH, "zidane.jpg") -SAVE_PATH = pathlib.Path("tests", "model_example") - -BUS_IMAGE_ANNOTATED_PATH = pathlib.Path(SAVE_PATH, "bus_annotated.png") -ZIDANE_IMAGE_ANNOTATED_PATH = pathlib.Path(SAVE_PATH, "zidane_annotated.png") -BUS_BOUNDING_BOX_PATH = pathlib.Path(SAVE_PATH, "bounding_box_bus.txt") -ZIDANE_BOUNDING_BOX_PATH = pathlib.Path(SAVE_PATH, "bounding_box_zidane.txt") +BUS_IMAGE_ANNOTATED_PATH = pathlib.Path(TEST_PATH, "bus_annotated.png") +ZIDANE_IMAGE_ANNOTATED_PATH = pathlib.Path(TEST_PATH, "zidane_annotated.png") +BUS_BOUNDING_BOX_PATH = pathlib.Path(TEST_PATH, "bounding_box_bus.txt") +ZIDANE_BOUNDING_BOX_PATH = pathlib.Path(TEST_PATH, "bounding_box_zidane.txt") if __name__ == "__main__": @@ -63,6 +62,7 @@ cv2.imwrite(ZIDANE_IMAGE_ANNOTATED_PATH, image_zidane_annotated) # Save expected to text file + # Format: [confidence, label, x1, y1, x2, y2] np.savetxt(BUS_BOUNDING_BOX_PATH, predictions_bus) np.savetxt(ZIDANE_BOUNDING_BOX_PATH, predictions_zidane) diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index e3e35bc8..06b9c415 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -16,15 +16,16 @@ DEVICE = 0 if torch.cuda.is_available() else "cpu" MODEL_PATH = pathlib.Path("tests", "model_example", "yolov8s_ultralytics_pretrained_default.pt") -OVERRIDE_FULL = not torch.cuda.is_available() # CPU does not support half precision +OVERRIDE_FULL = not torch.cuda.is_available() # CPU does not support half precision IMAGE_BUS_PATH = pathlib.Path("tests", "model_example", "bus.jpg") BOUNDING_BOX_BUS_PATH = pathlib.Path("tests", "model_example", "bounding_box_bus.txt") IMAGE_ZIDANE_PATH = pathlib.Path("tests", "model_example", "zidane.jpg") BOUNDING_BOX_ZIDANE_PATH = pathlib.Path("tests", "model_example", "bounding_box_zidane.txt") -BOUNDING_BOX_TOLERANCE = 7 +BOUNDING_BOX_DESIRED_PRECISION = 7 +CONFIDENCE_DESIRED_PRECISION = 3 -def compare_detections(expected: detections_and_time.DetectionsAndTime, actual: detections_and_time.DetectionsAndTime) -> None: +def compare_detections(actual: detections_and_time.DetectionsAndTime, expected: detections_and_time.DetectionsAndTime) -> None: """ Compare expected and actual detections. """ @@ -35,13 +36,24 @@ def compare_detections(expected: detections_and_time.DetectionsAndTime, actual: actual_detection = actual.detections[i] assert expected_detection.label == actual_detection.label - np.testing.assert_almost_equal(expected_detection.confidence, actual_detection.confidence, decimal=BOUNDING_BOX_TOLERANCE) + np.testing.assert_almost_equal(expected_detection.confidence, actual_detection.confidence, decimal=CONFIDENCE_DESIRED_PRECISION) - np.testing.assert_almost_equal(expected_detection.x1, actual_detection.x1, decimal=BOUNDING_BOX_TOLERANCE) - np.testing.assert_almost_equal(expected_detection.y1, actual_detection.y1, decimal=BOUNDING_BOX_TOLERANCE) - np.testing.assert_almost_equal(expected_detection.x2, actual_detection.x2, decimal=BOUNDING_BOX_TOLERANCE) - np.testing.assert_almost_equal(expected_detection.y2, actual_detection.y2, decimal=BOUNDING_BOX_TOLERANCE) + np.testing.assert_almost_equal(expected_detection.x1, actual_detection.x1, decimal=BOUNDING_BOX_DESIRED_PRECISION) + np.testing.assert_almost_equal(expected_detection.y1, actual_detection.y1, decimal=BOUNDING_BOX_DESIRED_PRECISION) + np.testing.assert_almost_equal(expected_detection.x2, actual_detection.x2, decimal=BOUNDING_BOX_DESIRED_PRECISION) + np.testing.assert_almost_equal(expected_detection.y2, actual_detection.y2, decimal=BOUNDING_BOX_DESIRED_PRECISION) +def create_detections(expected: np.ndarray) -> detections_and_time.DetectionsAndTime: + """ + Create DetectionsAndTime from expected. + """ + detections = detections_and_time.DetectionsAndTime(0) + for i in range(0, expected.shape[0]): + result, detection = detections_and_time.Detection.create(expected[i][2:], int(expected[i][1]), expected[i][0]) + assert result + detections.append(detection) + + return detections @pytest.fixture() def detector(): @@ -78,32 +90,20 @@ def image_zidane(): @pytest.fixture() def expected_bus(): """ - Load expected bus bounding box. + Load expected bus detections. """ + # Format: [confidence, label, x1, y1, x2, y2] expected_bus = np.loadtxt(BOUNDING_BOX_BUS_PATH) - detections = detections_and_time.DetectionsAndTime(0) - for i in range(0, expected_bus.shape[0]): - result, detection = detections_and_time.Detection.create(expected_bus[i][-4:], int(expected_bus[i][1]), expected_bus[i][0]) - if result: - detections.append(detection) - - assert detections is not None - yield detections + yield create_detections(expected_bus) @pytest.fixture() def expected_zidane(): """ - Load expected Zidane bounding box. + Load expected Zidane detections. """ + # Format: [confidence, label, x1, y1, x2, y2] expected_zidane = np.loadtxt(BOUNDING_BOX_ZIDANE_PATH) - detections = detections_and_time.DetectionsAndTime(0) - for i in range(0, expected_zidane.shape[0]): - result, detection = detections_and_time.Detection.create(expected_zidane[i][-4:], int(expected_zidane[i][1]), expected_zidane[i][0]) - if result: - detections.append(detection) - - assert detections is not None - yield detections + yield create_detections(expected_zidane) class TestDetector: """ @@ -124,9 +124,7 @@ def test_single_bus_image(self, assert result assert actual is not None - print(len(actual.detections)) - - compare_detections(expected_bus, actual) + compare_detections(actual, expected_bus) def test_single_zidane_image(self, @@ -143,7 +141,7 @@ def test_single_zidane_image(self, assert result assert actual is not None - compare_detections(expected_zidane, actual) + compare_detections(actual, expected_zidane) def test_multiple_zidane_image(self, detector: detect_target.DetectTarget, @@ -173,4 +171,4 @@ def test_multiple_zidane_image(self, assert result assert actual is not None - compare_detections(expected_zidane, actual) + compare_detections(actual, expected_zidane) From 435992c1131478c2ebc6981a501d24aef20e38e6 Mon Sep 17 00:00:00 2001 From: exahn Date: Tue, 6 Feb 2024 20:17:46 -0500 Subject: [PATCH 24/32] Cleaned up test_detect_target and generate_expected --- tests/model_example/generate_expected.py | 2 +- tests/test_detect_target.py | 37 +++++++++++++----------- 2 files changed, 21 insertions(+), 18 deletions(-) diff --git a/tests/model_example/generate_expected.py b/tests/model_example/generate_expected.py index ffee3b23..c239bd16 100644 --- a/tests/model_example/generate_expected.py +++ b/tests/model_example/generate_expected.py @@ -10,8 +10,8 @@ # Downloaded from: https://github.com/ultralytics/assets/releases -MODEL_PATH = pathlib.Path("tests", "model_example", "yolov8s_ultralytics_pretrained_default.pt") TEST_PATH = pathlib.Path("tests", "model_example") +MODEL_PATH = pathlib.Path(TEST_PATH, "yolov8s_ultralytics_pretrained_default.pt") BUS_IMAGE_PATH = pathlib.Path(TEST_PATH, "bus.jpg") ZIDANE_IMAGE_PATH = pathlib.Path(TEST_PATH, "zidane.jpg") diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index 06b9c415..b3182698 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -22,35 +22,39 @@ IMAGE_ZIDANE_PATH = pathlib.Path("tests", "model_example", "zidane.jpg") BOUNDING_BOX_ZIDANE_PATH = pathlib.Path("tests", "model_example", "bounding_box_zidane.txt") -BOUNDING_BOX_DESIRED_PRECISION = 7 -CONFIDENCE_DESIRED_PRECISION = 3 +BOUNDING_BOX_DESIRED_TOLERANCE = 7 +CONFIDENCE_DESIRED_TOLERANCE = 3 + def compare_detections(actual: detections_and_time.DetectionsAndTime, expected: detections_and_time.DetectionsAndTime) -> None: """ Compare expected and actual detections. """ - assert len(expected.detections) == len(actual.detections) + assert len(actual.detections) == len(expected.detections) for i in range(0, len(expected.detections)): expected_detection = expected.detections[i] actual_detection = actual.detections[i] assert expected_detection.label == actual_detection.label - np.testing.assert_almost_equal(expected_detection.confidence, actual_detection.confidence, decimal=CONFIDENCE_DESIRED_PRECISION) + np.testing.assert_almost_equal(expected_detection.confidence, actual_detection.confidence, decimal=CONFIDENCE_DESIRED_TOLERANCE) - np.testing.assert_almost_equal(expected_detection.x1, actual_detection.x1, decimal=BOUNDING_BOX_DESIRED_PRECISION) - np.testing.assert_almost_equal(expected_detection.y1, actual_detection.y1, decimal=BOUNDING_BOX_DESIRED_PRECISION) - np.testing.assert_almost_equal(expected_detection.x2, actual_detection.x2, decimal=BOUNDING_BOX_DESIRED_PRECISION) - np.testing.assert_almost_equal(expected_detection.y2, actual_detection.y2, decimal=BOUNDING_BOX_DESIRED_PRECISION) + np.testing.assert_almost_equal(actual_detection.x1, expected_detection.x1, decimal=BOUNDING_BOX_DESIRED_TOLERANCE) + np.testing.assert_almost_equal(actual_detection.y1, expected_detection.y1, decimal=BOUNDING_BOX_DESIRED_TOLERANCE) + np.testing.assert_almost_equal(actual_detection.x2, expected_detection.x2, decimal=BOUNDING_BOX_DESIRED_TOLERANCE) + np.testing.assert_almost_equal(actual_detection.y2, expected_detection.y2, decimal=BOUNDING_BOX_DESIRED_TOLERANCE) -def create_detections(expected: np.ndarray) -> detections_and_time.DetectionsAndTime: +def create_detections(detections_from_file: np.ndarray) -> detections_and_time.DetectionsAndTime: """ Create DetectionsAndTime from expected. """ detections = detections_and_time.DetectionsAndTime(0) - for i in range(0, expected.shape[0]): - result, detection = detections_and_time.Detection.create(expected[i][2:], int(expected[i][1]), expected[i][0]) + assert detections_from_file.shape[1] == 6 + + for i in range(0, detections_from_file.shape[0]): + result, detection = detections_and_time.Detection.create(detections_from_file[i][2:], int(detections_from_file[i][1]), detections_from_file[i][0]) assert result + assert detection is not None detections.append(detection) return detections @@ -91,8 +95,8 @@ def image_zidane(): def expected_bus(): """ Load expected bus detections. + Format: [confidence, label, x1, y1, x2, y2] """ - # Format: [confidence, label, x1, y1, x2, y2] expected_bus = np.loadtxt(BOUNDING_BOX_BUS_PATH) yield create_detections(expected_bus) @@ -100,8 +104,8 @@ def expected_bus(): def expected_zidane(): """ Load expected Zidane detections. + Format: [confidence, label, x1, y1, x2, y2] """ - # Format: [confidence, label, x1, y1, x2, y2] expected_zidane = np.loadtxt(BOUNDING_BOX_ZIDANE_PATH) yield create_detections(expected_zidane) @@ -109,11 +113,10 @@ class TestDetector: """ Tests `DetectTarget.run()` . """ - def test_single_bus_image(self, detector: detect_target.DetectTarget, image_bus: image_and_time.ImageAndTime, - expected_bus: np.ndarray): + expected_bus: detections_and_time.DetectionsAndTime): """ Bus image. """ @@ -130,7 +133,7 @@ def test_single_bus_image(self, def test_single_zidane_image(self, detector: detect_target.DetectTarget, image_zidane: image_and_time.ImageAndTime, - expected_zidane: np.ndarray): + expected_zidane: detections_and_time.DetectionsAndTime): """ Zidane image. """ @@ -146,7 +149,7 @@ def test_single_zidane_image(self, def test_multiple_zidane_image(self, detector: detect_target.DetectTarget, image_zidane: image_and_time.ImageAndTime, - expected_zidane: np.ndarray): + expected_zidane: detections_and_time.DetectionsAndTime): """ Multiple Zidane images. """ From 73a28a88c96cabcfd887b76ff8d1bf77dc5b0460 Mon Sep 17 00:00:00 2001 From: exahn Date: Wed, 7 Feb 2024 18:17:14 -0500 Subject: [PATCH 25/32] Fixed formatting --- main_2024.py | 2 +- tests/model_example/generate_expected.py | 13 +++++++------ tests/test_detect_target.py | 17 ++++++++++------- 3 files changed, 18 insertions(+), 14 deletions(-) diff --git a/main_2024.py b/main_2024.py index 3ed8b52e..1b53be8a 100644 --- a/main_2024.py +++ b/main_2024.py @@ -171,7 +171,7 @@ def main() -> int: print("pitch: " + str(orientation.pitch)) print("") - if cv2.waitKey(1) == ord("q"): + if cv2.waitKey(1) == ord('q'): print("Exiting main loop") break diff --git a/tests/model_example/generate_expected.py b/tests/model_example/generate_expected.py index c239bd16..5dd4fcb2 100644 --- a/tests/model_example/generate_expected.py +++ b/tests/model_example/generate_expected.py @@ -2,15 +2,16 @@ Generates expected output using pretrained default model and images. TODO: PointsAndTime """ +import pathlib import cv2 import numpy as np import ultralytics -import pathlib -# Downloaded from: https://github.com/ultralytics/assets/releases TEST_PATH = pathlib.Path("tests", "model_example") + +# Downloaded from: https://github.com/ultralytics/assets/releases MODEL_PATH = pathlib.Path(TEST_PATH, "yolov8s_ultralytics_pretrained_default.pt") BUS_IMAGE_PATH = pathlib.Path(TEST_PATH, "bus.jpg") @@ -44,6 +45,10 @@ image_bus_annotated = results_bus[0].plot(conf=True) image_zidane_annotated = results_zidane[0].plot(conf=True) + # Save image + cv2.imwrite(BUS_IMAGE_ANNOTATED_PATH, image_bus_annotated) + cv2.imwrite(ZIDANE_IMAGE_ANNOTATED_PATH, image_zidane_annotated) + # Generate expected bounding_box_bus = results_bus[0].boxes.xyxy.detach().cpu().numpy() bounding_box_zidane = results_zidane[0].boxes.xyxy.detach().cpu().numpy() @@ -56,10 +61,6 @@ predictions_bus = np.insert(bounding_box_bus, 0, [conf_bus, labels_bus], axis=1) predictions_zidane = np.insert(bounding_box_zidane, 0, [conf_zidane, labels_zidane], axis=1) - - # Save image - cv2.imwrite(BUS_IMAGE_ANNOTATED_PATH, image_bus_annotated) - cv2.imwrite(ZIDANE_IMAGE_ANNOTATED_PATH, image_zidane_annotated) # Save expected to text file # Format: [confidence, label, x1, y1, x2, y2] diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index b3182698..f742e933 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -2,10 +2,10 @@ TODO: PointsAndTime. """ import copy +import pathlib import cv2 import numpy as np -import pathlib import pytest import torch @@ -22,8 +22,8 @@ IMAGE_ZIDANE_PATH = pathlib.Path("tests", "model_example", "zidane.jpg") BOUNDING_BOX_ZIDANE_PATH = pathlib.Path("tests", "model_example", "bounding_box_zidane.txt") -BOUNDING_BOX_DESIRED_TOLERANCE = 7 -CONFIDENCE_DESIRED_TOLERANCE = 3 +BOUNDING_BOX_DECIMAL_TOLERANCE = 1 +CONFIDENCE_DECIMAL_TOLERANCE = 2 def compare_detections(actual: detections_and_time.DetectionsAndTime, expected: detections_and_time.DetectionsAndTime) -> None: @@ -44,12 +44,14 @@ def compare_detections(actual: detections_and_time.DetectionsAndTime, expected: np.testing.assert_almost_equal(actual_detection.x2, expected_detection.x2, decimal=BOUNDING_BOX_DESIRED_TOLERANCE) np.testing.assert_almost_equal(actual_detection.y2, expected_detection.y2, decimal=BOUNDING_BOX_DESIRED_TOLERANCE) + def create_detections(detections_from_file: np.ndarray) -> detections_and_time.DetectionsAndTime: """ Create DetectionsAndTime from expected. + Format: [confidence, label, x1, y1, x2, y2] """ - detections = detections_and_time.DetectionsAndTime(0) assert detections_from_file.shape[1] == 6 + detections = detections_and_time.DetectionsAndTime(0) for i in range(0, detections_from_file.shape[0]): result, detection = detections_and_time.Detection.create(detections_from_file[i][2:], int(detections_from_file[i][1]), detections_from_file[i][0]) @@ -59,6 +61,7 @@ def create_detections(detections_from_file: np.ndarray) -> detections_and_time.D return detections + @pytest.fixture() def detector(): """ @@ -91,24 +94,25 @@ def image_zidane(): assert zidane_image is not None yield zidane_image + @pytest.fixture() def expected_bus(): """ Load expected bus detections. - Format: [confidence, label, x1, y1, x2, y2] """ expected_bus = np.loadtxt(BOUNDING_BOX_BUS_PATH) yield create_detections(expected_bus) + @pytest.fixture() def expected_zidane(): """ Load expected Zidane detections. - Format: [confidence, label, x1, y1, x2, y2] """ expected_zidane = np.loadtxt(BOUNDING_BOX_ZIDANE_PATH) yield create_detections(expected_zidane) + class TestDetector: """ Tests `DetectTarget.run()` . @@ -128,7 +132,6 @@ def test_single_bus_image(self, assert actual is not None compare_detections(actual, expected_bus) - def test_single_zidane_image(self, detector: detect_target.DetectTarget, From 69be32abba19b70fe8cb0908e532fac5b6010638 Mon Sep 17 00:00:00 2001 From: exahn Date: Wed, 7 Feb 2024 18:19:43 -0500 Subject: [PATCH 26/32] Fixed renamed variables --- tests/test_detect_target.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index f742e933..a3d4d419 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -37,12 +37,12 @@ def compare_detections(actual: detections_and_time.DetectionsAndTime, expected: actual_detection = actual.detections[i] assert expected_detection.label == actual_detection.label - np.testing.assert_almost_equal(expected_detection.confidence, actual_detection.confidence, decimal=CONFIDENCE_DESIRED_TOLERANCE) + np.testing.assert_almost_equal(expected_detection.confidence, actual_detection.confidence, decimal=CONFIDENCE_DECIMAL_TOLERANCE) - np.testing.assert_almost_equal(actual_detection.x1, expected_detection.x1, decimal=BOUNDING_BOX_DESIRED_TOLERANCE) - np.testing.assert_almost_equal(actual_detection.y1, expected_detection.y1, decimal=BOUNDING_BOX_DESIRED_TOLERANCE) - np.testing.assert_almost_equal(actual_detection.x2, expected_detection.x2, decimal=BOUNDING_BOX_DESIRED_TOLERANCE) - np.testing.assert_almost_equal(actual_detection.y2, expected_detection.y2, decimal=BOUNDING_BOX_DESIRED_TOLERANCE) + np.testing.assert_almost_equal(actual_detection.x1, expected_detection.x1, decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) + np.testing.assert_almost_equal(actual_detection.y1, expected_detection.y1, decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) + np.testing.assert_almost_equal(actual_detection.x2, expected_detection.x2, decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) + np.testing.assert_almost_equal(actual_detection.y2, expected_detection.y2, decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) def create_detections(detections_from_file: np.ndarray) -> detections_and_time.DetectionsAndTime: From 51177812c60847d5a76894e9de6e2fa274408665 Mon Sep 17 00:00:00 2001 From: exahn Date: Wed, 7 Feb 2024 21:07:50 -0500 Subject: [PATCH 27/32] Changed tolerance --- tests/test_detect_target.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index a3d4d419..1642da79 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -22,7 +22,7 @@ IMAGE_ZIDANE_PATH = pathlib.Path("tests", "model_example", "zidane.jpg") BOUNDING_BOX_ZIDANE_PATH = pathlib.Path("tests", "model_example", "bounding_box_zidane.txt") -BOUNDING_BOX_DECIMAL_TOLERANCE = 1 +BOUNDING_BOX_DECIMAL_TOLERANCE = -1 CONFIDENCE_DECIMAL_TOLERANCE = 2 From 3080db0f2a008a0e1cbbd59be3e46069d2868762 Mon Sep 17 00:00:00 2001 From: exahn Date: Wed, 7 Feb 2024 21:32:14 -0500 Subject: [PATCH 28/32] fixed create detections --- modules/detect_target/detect_target.py | 1 + tests/test_detect_target.py | 3 ++- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index f5d7e646..780a0b07 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -39,6 +39,7 @@ def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_ """ Returns annotated image. """ + print(self.__enable_half_precision) image = data.image predictions = self.__model.predict( source=image, diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index 1642da79..ba174180 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -51,7 +51,8 @@ def create_detections(detections_from_file: np.ndarray) -> detections_and_time.D Format: [confidence, label, x1, y1, x2, y2] """ assert detections_from_file.shape[1] == 6 - detections = detections_and_time.DetectionsAndTime(0) + result, detections = detections_and_time.DetectionsAndTime.create(0) + assert result for i in range(0, detections_from_file.shape[0]): result, detection = detections_and_time.Detection.create(detections_from_file[i][2:], int(detections_from_file[i][1]), detections_from_file[i][0]) From 6b00c7ef41de89e7f2bd704c801d3a9039031a75 Mon Sep 17 00:00:00 2001 From: exahn Date: Thu, 8 Feb 2024 20:25:34 -0500 Subject: [PATCH 29/32] Set tolerance to 0 and fixed formatting --- modules/detect_target/detect_target.py | 1 - tests/test_detect_target.py | 4 +++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 780a0b07..f5d7e646 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -39,7 +39,6 @@ def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_ """ Returns annotated image. """ - print(self.__enable_half_precision) image = data.image predictions = self.__model.predict( source=image, diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index ba174180..c884430f 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -22,7 +22,7 @@ IMAGE_ZIDANE_PATH = pathlib.Path("tests", "model_example", "zidane.jpg") BOUNDING_BOX_ZIDANE_PATH = pathlib.Path("tests", "model_example", "bounding_box_zidane.txt") -BOUNDING_BOX_DECIMAL_TOLERANCE = -1 +BOUNDING_BOX_DECIMAL_TOLERANCE = 0 CONFIDENCE_DECIMAL_TOLERANCE = 2 @@ -51,8 +51,10 @@ def create_detections(detections_from_file: np.ndarray) -> detections_and_time.D Format: [confidence, label, x1, y1, x2, y2] """ assert detections_from_file.shape[1] == 6 + result, detections = detections_and_time.DetectionsAndTime.create(0) assert result + assert detections is not None for i in range(0, detections_from_file.shape[0]): result, detection = detections_and_time.Detection.create(detections_from_file[i][2:], int(detections_from_file[i][1]), detections_from_file[i][0]) From ef80b03bf6ca3001aea1461b1f02916f8dd82254 Mon Sep 17 00:00:00 2001 From: exahn Date: Tue, 13 Feb 2024 21:34:08 -0500 Subject: [PATCH 30/32] Changed formatting mostly multiline --- main_2024.py | 4 +- modules/detect_target/detect_target.py | 13 ++++- modules/detect_target/detect_target_worker.py | 6 +- tests/model_example/generate_expected.py | 2 - tests/test_detect_target.py | 58 +++++++++++-------- 5 files changed, 52 insertions(+), 31 deletions(-) diff --git a/main_2024.py b/main_2024.py index 1b53be8a..0dcb98a7 100644 --- a/main_2024.py +++ b/main_2024.py @@ -45,7 +45,9 @@ def main() -> int: parser = argparse.ArgumentParser() parser.add_argument("--cpu", action="store_true", help="option to force cpu") parser.add_argument("--full", action="store_true", help="option to force full precision") - parser.add_argument("--show-annotated", action="store_true", help="option to show annotated image") + parser.add_argument("--show-annotated", + action="store_true", + help="option to show annotated image") args = parser.parse_args() # Set constants diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index f5d7e646..e5eae880 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -4,7 +4,6 @@ import time import cv2 -import numpy as np # TODO: Remove import ultralytics from .. import image_and_time @@ -17,7 +16,11 @@ class DetectTarget: """ Contains the YOLOv8 model for prediction. """ - def __init__(self, device: "str | int", model_path: str, override_full: bool, show_annotations: bool = False, save_name: str = ""): + def __init__(self, device: "str | int", + model_path: str, + override_full: bool, + show_annotations: bool = False, + save_name: str = ""): """ device: name of target device to run inference on (i.e. "cpu" or cuda device 0, 1, 2, 3). model_path: path to the YOLOv8 model. @@ -35,7 +38,11 @@ def __init__(self, device: "str | int", model_path: str, override_full: bool, sh if save_name != "": self.__filename_prefix = save_name + "_" + str(int(time.time())) + "_" - def run(self, data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": + """ + Runs object detection on the provided image and returns the detections. + """ + def run(self, + data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": """ Returns annotated image. """ diff --git a/modules/detect_target/detect_target_worker.py b/modules/detect_target/detect_target_worker.py index c2061e54..2a222fe0 100644 --- a/modules/detect_target/detect_target_worker.py +++ b/modules/detect_target/detect_target_worker.py @@ -24,7 +24,11 @@ def detect_target_worker(device: "str | int", input_queue and output_queue are data queues. controller is how the main process communicates to this worker process. """ - detector = detect_target.DetectTarget(device, model_path, override_full, show_annotations, save_name) + detector = detect_target.DetectTarget(device, + model_path, + override_full, + show_annotations, + save_name) while not controller.is_exit_requested(): controller.check_pause() diff --git a/tests/model_example/generate_expected.py b/tests/model_example/generate_expected.py index 5dd4fcb2..e0b3d16b 100644 --- a/tests/model_example/generate_expected.py +++ b/tests/model_example/generate_expected.py @@ -1,6 +1,5 @@ """ Generates expected output using pretrained default model and images. -TODO: PointsAndTime """ import pathlib @@ -61,7 +60,6 @@ predictions_bus = np.insert(bounding_box_bus, 0, [conf_bus, labels_bus], axis=1) predictions_zidane = np.insert(bounding_box_zidane, 0, [conf_zidane, labels_zidane], axis=1) - # Save expected to text file # Format: [confidence, label, x1, y1, x2, y2] np.savetxt(BUS_BOUNDING_BOX_PATH, predictions_bus) diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index c884430f..c48544bc 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -1,6 +1,3 @@ -""" -TODO: PointsAndTime. -""" import copy import pathlib @@ -13,36 +10,48 @@ from modules import image_and_time from modules import detections_and_time - -DEVICE = 0 if torch.cuda.is_available() else "cpu" -MODEL_PATH = pathlib.Path("tests", "model_example", "yolov8s_ultralytics_pretrained_default.pt") -OVERRIDE_FULL = not torch.cuda.is_available() # CPU does not support half precision -IMAGE_BUS_PATH = pathlib.Path("tests", "model_example", "bus.jpg") -BOUNDING_BOX_BUS_PATH = pathlib.Path("tests", "model_example", "bounding_box_bus.txt") -IMAGE_ZIDANE_PATH = pathlib.Path("tests", "model_example", "zidane.jpg") -BOUNDING_BOX_ZIDANE_PATH = pathlib.Path("tests", "model_example", "bounding_box_zidane.txt") +TEST_PATH = pathlib.Path("tests", "model_example") +DEVICE = 0 if torch.cuda.is_available() else "cpu" +MODEL_PATH = pathlib.Path(TEST_PATH, "yolov8s_ultralytics_pretrained_default.pt") +OVERRIDE_FULL = not torch.cuda.is_available() # CPU does not support half precision +IMAGE_BUS_PATH = pathlib.Path(TEST_PATH, "bus.jpg") +BOUNDING_BOX_BUS_PATH = pathlib.Path(TEST_PATH, "bounding_box_bus.txt") +IMAGE_ZIDANE_PATH = pathlib.Path(TEST_PATH, "zidane.jpg") +BOUNDING_BOX_ZIDANE_PATH = pathlib.Path(TEST_PATH, "bounding_box_zidane.txt") BOUNDING_BOX_DECIMAL_TOLERANCE = 0 CONFIDENCE_DECIMAL_TOLERANCE = 2 -def compare_detections(actual: detections_and_time.DetectionsAndTime, expected: detections_and_time.DetectionsAndTime) -> None: +def compare_detections(actual: detections_and_time.DetectionsAndTime, + expected: detections_and_time.DetectionsAndTime) -> None: """ Compare expected and actual detections. """ assert len(actual.detections) == len(expected.detections) + # pylint: disable-next=consider-using-enumerate for i in range(0, len(expected.detections)): expected_detection = expected.detections[i] actual_detection = actual.detections[i] assert expected_detection.label == actual_detection.label - np.testing.assert_almost_equal(expected_detection.confidence, actual_detection.confidence, decimal=CONFIDENCE_DECIMAL_TOLERANCE) - - np.testing.assert_almost_equal(actual_detection.x1, expected_detection.x1, decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) - np.testing.assert_almost_equal(actual_detection.y1, expected_detection.y1, decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) - np.testing.assert_almost_equal(actual_detection.x2, expected_detection.x2, decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) - np.testing.assert_almost_equal(actual_detection.y2, expected_detection.y2, decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) + np.testing.assert_almost_equal(expected_detection.confidence, + actual_detection.confidence, + decimal=CONFIDENCE_DECIMAL_TOLERANCE) + + np.testing.assert_almost_equal(actual_detection.x1, + expected_detection.x1, + decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) + np.testing.assert_almost_equal(actual_detection.y1, + expected_detection.y1, + decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) + np.testing.assert_almost_equal(actual_detection.x2, + expected_detection.x2, + decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) + np.testing.assert_almost_equal(actual_detection.y2, + expected_detection.y2, + decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) def create_detections(detections_from_file: np.ndarray) -> detections_and_time.DetectionsAndTime: @@ -57,7 +66,9 @@ def create_detections(detections_from_file: np.ndarray) -> detections_and_time.D assert detections is not None for i in range(0, detections_from_file.shape[0]): - result, detection = detections_and_time.Detection.create(detections_from_file[i][2:], int(detections_from_file[i][1]), detections_from_file[i][0]) + result, detection = detections_and_time.Detection.create(detections_from_file[i][2:], + int(detections_from_file[i][1]), + detections_from_file[i][0]) assert result assert detection is not None detections.append(detection) @@ -103,8 +114,8 @@ def expected_bus(): """ Load expected bus detections. """ - expected_bus = np.loadtxt(BOUNDING_BOX_BUS_PATH) - yield create_detections(expected_bus) + expected = np.loadtxt(BOUNDING_BOX_BUS_PATH) + yield create_detections(expected) @pytest.fixture() @@ -112,8 +123,8 @@ def expected_zidane(): """ Load expected Zidane detections. """ - expected_zidane = np.loadtxt(BOUNDING_BOX_ZIDANE_PATH) - yield create_detections(expected_zidane) + expected = np.loadtxt(BOUNDING_BOX_ZIDANE_PATH) + yield create_detections(expected) class TestDetector: @@ -179,5 +190,4 @@ def test_multiple_zidane_image(self, assert result assert actual is not None - compare_detections(actual, expected_zidane) From 68fab82442bccd440466cdfb2386fc61d6a0b69b Mon Sep 17 00:00:00 2001 From: exahn Date: Sat, 17 Feb 2024 16:02:16 -0500 Subject: [PATCH 31/32] Final formatting changes, Updated test_detect_target_worker to use detections and time --- modules/detect_target/detect_target.py | 30 ++++++---- modules/detect_target/detect_target_worker.py | 12 ++-- tests/model_example/generate_expected.py | 3 +- tests/test_detect_target.py | 59 ++++++++++++------- tests/test_detect_target_worker.py | 38 ++++++++---- 5 files changed, 95 insertions(+), 47 deletions(-) diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index e5eae880..3d104c01 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -16,10 +16,13 @@ class DetectTarget: """ Contains the YOLOv8 model for prediction. """ - def __init__(self, device: "str | int", - model_path: str, - override_full: bool, - show_annotations: bool = False, + # Required for logging + # pylint: disable-next=too-many-arguments + def __init__(self, + device: "str | int", + model_path: str, + override_full: bool, + show_annotations: bool = False, save_name: str = ""): """ device: name of target device to run inference on (i.e. "cpu" or cuda device 0, 1, 2, 3). @@ -38,13 +41,17 @@ def __init__(self, device: "str | int", if save_name != "": self.__filename_prefix = save_name + "_" + str(int(time.time())) + "_" - """ - Runs object detection on the provided image and returns the detections. - """ - def run(self, - data: image_and_time.ImageAndTime) -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": + # Required for logging + # pylint: disable-next=too-many-locals + def run(self, + data: image_and_time.ImageAndTime) \ + -> "tuple[bool, detections_and_time.DetectionsAndTime | None]": """ - Returns annotated image. + Runs object detection on the provided image and returns the detections. + + data: Image with a timestamp. + + Return: Success and the detections. """ image = data.image predictions = self.__model.predict( @@ -70,6 +77,7 @@ def run(self, if not result: return False, None + # Get Pylance to stop complaining assert detections is not None for i in range(0, boxes.shape[0]): @@ -86,7 +94,7 @@ def run(self, filename = self.__filename_prefix + str(self.__counter) # Object detections - with open(filename + ".txt", "w") as file: + with open(filename + ".txt", "w", encoding="utf-8") as file: # Use internal string representation file.write(repr(detections)) diff --git a/modules/detect_target/detect_target_worker.py b/modules/detect_target/detect_target_worker.py index 2a222fe0..bbc33a8e 100644 --- a/modules/detect_target/detect_target_worker.py +++ b/modules/detect_target/detect_target_worker.py @@ -24,11 +24,13 @@ def detect_target_worker(device: "str | int", input_queue and output_queue are data queues. controller is how the main process communicates to this worker process. """ - detector = detect_target.DetectTarget(device, - model_path, - override_full, - show_annotations, - save_name) + detector = detect_target.DetectTarget( + device, + model_path, + override_full, + show_annotations, + save_name, + ) while not controller.is_exit_requested(): controller.check_pause() diff --git a/tests/model_example/generate_expected.py b/tests/model_example/generate_expected.py index e0b3d16b..cd869864 100644 --- a/tests/model_example/generate_expected.py +++ b/tests/model_example/generate_expected.py @@ -27,7 +27,7 @@ image_bus = cv2.imread(BUS_IMAGE_PATH) image_zidane = cv2.imread(ZIDANE_IMAGE_PATH) - # ultralytics saves as .jpg , bad for testing reproducibility + # Ultralytics saves as .jpg , bad for testing reproducibility results_bus = model.predict( source=image_bus, half=True, @@ -60,6 +60,7 @@ predictions_bus = np.insert(bounding_box_bus, 0, [conf_bus, labels_bus], axis=1) predictions_zidane = np.insert(bounding_box_zidane, 0, [conf_zidane, labels_zidane], axis=1) + # Save expected to text file # Format: [confidence, label, x1, y1, x2, y2] np.savetxt(BUS_BOUNDING_BOX_PATH, predictions_bus) diff --git a/tests/test_detect_target.py b/tests/test_detect_target.py index c48544bc..21a2073f 100644 --- a/tests/test_detect_target.py +++ b/tests/test_detect_target.py @@ -1,3 +1,6 @@ +""" +Test DetectTarget module. +""" import copy import pathlib @@ -23,35 +26,49 @@ CONFIDENCE_DECIMAL_TOLERANCE = 2 -def compare_detections(actual: detections_and_time.DetectionsAndTime, +def compare_detections(actual: detections_and_time.DetectionsAndTime, expected: detections_and_time.DetectionsAndTime) -> None: """ Compare expected and actual detections. """ assert len(actual.detections) == len(expected.detections) + # Using integer indexing for both lists # pylint: disable-next=consider-using-enumerate for i in range(0, len(expected.detections)): expected_detection = expected.detections[i] actual_detection = actual.detections[i] assert expected_detection.label == actual_detection.label - np.testing.assert_almost_equal(expected_detection.confidence, - actual_detection.confidence, - decimal=CONFIDENCE_DECIMAL_TOLERANCE) - - np.testing.assert_almost_equal(actual_detection.x1, - expected_detection.x1, - decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) - np.testing.assert_almost_equal(actual_detection.y1, - expected_detection.y1, - decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) - np.testing.assert_almost_equal(actual_detection.x2, - expected_detection.x2, - decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) - np.testing.assert_almost_equal(actual_detection.y2, - expected_detection.y2, - decimal=BOUNDING_BOX_DECIMAL_TOLERANCE) + np.testing.assert_almost_equal( + expected_detection.confidence, + actual_detection.confidence, + decimal=CONFIDENCE_DECIMAL_TOLERANCE, + ) + + np.testing.assert_almost_equal( + actual_detection.x1, + expected_detection.x1, + decimal=BOUNDING_BOX_DECIMAL_TOLERANCE, + ) + + np.testing.assert_almost_equal( + actual_detection.y1, + expected_detection.y1, + decimal=BOUNDING_BOX_DECIMAL_TOLERANCE, + ) + + np.testing.assert_almost_equal( + actual_detection.x2, + expected_detection.x2, + decimal=BOUNDING_BOX_DECIMAL_TOLERANCE, + ) + + np.testing.assert_almost_equal( + actual_detection.y2, + expected_detection.y2, + decimal=BOUNDING_BOX_DECIMAL_TOLERANCE, + ) def create_detections(detections_from_file: np.ndarray) -> detections_and_time.DetectionsAndTime: @@ -66,9 +83,11 @@ def create_detections(detections_from_file: np.ndarray) -> detections_and_time.D assert detections is not None for i in range(0, detections_from_file.shape[0]): - result, detection = detections_and_time.Detection.create(detections_from_file[i][2:], - int(detections_from_file[i][1]), - detections_from_file[i][0]) + result, detection = detections_and_time.Detection.create( + detections_from_file[i][2:], + int(detections_from_file[i][1]), + detections_from_file[i][0], + ) assert result assert detection is not None detections.append(detection) diff --git a/tests/test_detect_target_worker.py b/tests/test_detect_target_worker.py index 0c855d03..e9e76fcc 100644 --- a/tests/test_detect_target_worker.py +++ b/tests/test_detect_target_worker.py @@ -1,27 +1,32 @@ """ Test worker process. -TODO: PointsAndTime """ import multiprocessing as mp +import pathlib import time import cv2 -import numpy as np import torch from modules.detect_target import detect_target_worker from modules import image_and_time -# from modules import points_and_time +from modules import detections_and_time from utilities.workers import queue_proxy_wrapper from utilities.workers import worker_controller -MODEL_PATH = "tests/model_example/yolov8s_ultralytics_pretrained_default.pt" -IMAGE_BUS_PATH = "tests/model_example/bus.jpg" -IMAGE_ZIDANE_PATH = "tests/model_example/zidane.jpg" +TEST_PATH = pathlib.Path("tests", "model_example") +IMAGE_BUS_PATH = pathlib.Path(TEST_PATH, "bus.jpg") +IMAGE_ZIDANE_PATH = pathlib.Path(TEST_PATH, "zidane.jpg") WORK_COUNT = 3 +DELAY_FOR_SIMULATED_WORKERS = 1 # seconds +DELAY_FOR_CUDA_WARMUP = 20 # seconds + +MODEL_PATH = pathlib.Path(TEST_PATH, "yolov8s_ultralytics_pretrained_default.pt") OVERRIDE_FULL = False +SHOW_ANNOTATIONS = False +SAVE_NAME = "" # No need to save images def simulate_previous_worker(image_path: str, in_queue: queue_proxy_wrapper.QueueProxyWrapper): @@ -47,33 +52,46 @@ def simulate_previous_worker(image_path: str, in_queue: queue_proxy_wrapper.Queu worker = mp.Process( target=detect_target_worker.detect_target_worker, - args=(device, MODEL_PATH, OVERRIDE_FULL, "", image_in_queue, image_out_queue, controller), + args=( + device, + MODEL_PATH, + OVERRIDE_FULL, + SAVE_NAME, + SHOW_ANNOTATIONS, + image_in_queue, + image_out_queue, + controller, + ), ) # Run + print("Starting worker") worker.start() for _ in range(0, WORK_COUNT): simulate_previous_worker(IMAGE_BUS_PATH, image_in_queue) - time.sleep(1) + time.sleep(DELAY_FOR_SIMULATED_WORKERS) for _ in range(0, WORK_COUNT): simulate_previous_worker(IMAGE_ZIDANE_PATH, image_in_queue) # Takes some time for CUDA to warm up - time.sleep(20) + print("Waiting for CUDA to warm up") + time.sleep(DELAY_FOR_CUDA_WARMUP) controller.request_exit() + print("Requested exit") # Test for _ in range(0, WORK_COUNT * 2): - input_data: np.ndarray = image_out_queue.queue.get_nowait() + input_data: detections_and_time.DetectionsAndTime = image_out_queue.queue.get_nowait() assert input_data is not None assert image_out_queue.queue.empty() # Teardown + print("Teardown") image_in_queue.fill_and_drain_queue() worker.join() From f8359ec79facfbad43cfa525de300118f99f975d Mon Sep 17 00:00:00 2001 From: exahn Date: Sat, 17 Feb 2024 16:17:32 -0500 Subject: [PATCH 32/32] Some refactoring of main_2024 and final formatting changes --- main_2024.py | 16 ++++++++++------ modules/detect_target/detect_target.py | 1 + modules/detect_target/detect_target_worker.py | 4 ++-- tests/test_detect_target_worker.py | 2 +- 4 files changed, 14 insertions(+), 9 deletions(-) diff --git a/main_2024.py b/main_2024.py index 0dcb98a7..9dba7564 100644 --- a/main_2024.py +++ b/main_2024.py @@ -9,6 +9,8 @@ import cv2 import yaml +# Used in type annotation of flight interface output +# pylint: disable-next=unused-import from modules import odometry_and_time from modules.detect_target import detect_target_worker from modules.flight_interface import flight_interface_worker @@ -18,10 +20,10 @@ from utilities.workers import worker_manager - CONFIG_FILE_PATH = pathlib.Path("config.yaml") - +# Main Function +# pylint: disable-next=too-many-locals,too-many-statements def main() -> int: """ Main function for airside code. @@ -45,9 +47,11 @@ def main() -> int: parser = argparse.ArgumentParser() parser.add_argument("--cpu", action="store_true", help="option to force cpu") parser.add_argument("--full", action="store_true", help="option to force full precision") - parser.add_argument("--show-annotated", - action="store_true", - help="option to show annotated image") + parser.add_argument( + "--show-annotated", + action="store_true", + help="option to show annotated image", + ) args = parser.parse_args() # Set constants @@ -116,8 +120,8 @@ def main() -> int: DETECT_TARGET_DEVICE, DETECT_TARGET_MODEL_PATH, DETECT_TARGET_OVERRIDE_FULL_PRECISION, - DETECT_TARGET_SAVE_PREFIX, DETECT_TARGET_SHOW_ANNOTATED, + DETECT_TARGET_SAVE_PREFIX, video_input_to_detect_target_queue, detect_target_to_main_queue, controller, diff --git a/modules/detect_target/detect_target.py b/modules/detect_target/detect_target.py index 3d104c01..e49134e4 100644 --- a/modules/detect_target/detect_target.py +++ b/modules/detect_target/detect_target.py @@ -28,6 +28,7 @@ def __init__(self, device: name of target device to run inference on (i.e. "cpu" or cuda device 0, 1, 2, 3). model_path: path to the YOLOv8 model. override_full: Force full precision floating point calculations. + show_annotations: Display annotated images. save_name: filename prefix for logging detections and annotated images. """ self.__device = device diff --git a/modules/detect_target/detect_target_worker.py b/modules/detect_target/detect_target_worker.py index bbc33a8e..a53d115d 100644 --- a/modules/detect_target/detect_target_worker.py +++ b/modules/detect_target/detect_target_worker.py @@ -12,15 +12,15 @@ def detect_target_worker(device: "str | int", model_path: str, override_full: bool, - save_name: str, show_annotations: bool, + save_name: str, input_queue: queue_proxy_wrapper.QueueProxyWrapper, output_queue: queue_proxy_wrapper.QueueProxyWrapper, controller: worker_controller.WorkerController): """ Worker process. - device, model_path, override_full, and save_name are initial settings. + device, model_path, override_full, show_annotations, and save_name are initial settings. input_queue and output_queue are data queues. controller is how the main process communicates to this worker process. """ diff --git a/tests/test_detect_target_worker.py b/tests/test_detect_target_worker.py index e9e76fcc..cc9cf784 100644 --- a/tests/test_detect_target_worker.py +++ b/tests/test_detect_target_worker.py @@ -56,8 +56,8 @@ def simulate_previous_worker(image_path: str, in_queue: queue_proxy_wrapper.Queu device, MODEL_PATH, OVERRIDE_FULL, - SAVE_NAME, SHOW_ANNOTATIONS, + SAVE_NAME, image_in_queue, image_out_queue, controller,

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