From 9fe0ebbf5bbf4f731783f833d39f148d06341aec Mon Sep 17 00:00:00 2001 From: LTSGOD Date: Fri, 28 Jul 2023 09:40:50 +0900 Subject: [PATCH 1/4] =?UTF-8?q?refactor:=20model=20inference=20=EC=84=B1?= =?UTF-8?q?=EB=8A=A5,=20=EC=86=8D=EB=8F=84=20=EA=B0=9C=EC=84=A0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - 이미지 crop , resize 후 inference하는 방법 --- ...nference_pipeline_with_Inpaint_Anything.py | 52 +++++++++++++++---- GPUserver/model/utils.py | 27 +++++++++- 2 files changed, 67 insertions(+), 12 deletions(-) diff --git a/GPUserver/model/inference_pipeline_with_Inpaint_Anything.py b/GPUserver/model/inference_pipeline_with_Inpaint_Anything.py index 699877e..41f99fe 100644 --- a/GPUserver/model/inference_pipeline_with_Inpaint_Anything.py +++ b/GPUserver/model/inference_pipeline_with_Inpaint_Anything.py @@ -1,8 +1,8 @@ from model.img2img_model import StableDiffusionImg2Img from model.segment_anything_model import SAM -from PIL import Image +from PIL import Image,ImageChops import numpy as np -from model.utils import image_resize,image_segmentation,combine_image +from model.utils import image_resize,image_segmentation,combine_image, check_size, mask_composit, mask_composit2 from model.Inpaint_Anything.lama_inpaint import inpaint_img_with_lama from model.Inpaint_Anything.utils import save_array_to_img, dilate_mask @@ -19,24 +19,54 @@ def __init__(self,check_point:str=check_point_dump_path): def load_lora(self,check_point:str): self.image_translation.load_Lora(check_point) def pipe(self,image:Image.Image,input_bbox:np.array,prompt:str,negative_prompt:str,inference_steps:int=100,strength:float=0.6)->Image.Image: - #1.입력 이미지에서 마스크 추출 + #1. 입력 이미지에서 마스크 추출 mask = self.segmentation.make_mask_with_bbox(image,input_bbox) """ 1번을 수행한다면 아래 2번과 3번 과정은 비동기로 작성해도 가능할 것 같다. 추후 속도를 위해 개선할 예정! """ - #2-1. 위에서 추출된 마스크 이외의 배경을 제거한 뒤, 이미지 변환 + #2-1. 위에서 추출된 마스크 이외의 배경을 제거 segment_img = image_segmentation(image,mask) - target_image = self.image_translation.inpaint(prompt=prompt,negative_prompt=negative_prompt,image=segment_img,num_inference_steps=inference_steps,strength=strength) - + + #2-2. 선택된 객체만 crop + crop_img = segment_img.crop((input_bbox[0],input_bbox[1],input_bbox[2],input_bbox[3])) + + #2-3. 선택된 객체 resize + resized_crop_img = check_size(crop_img) + + #3. Resize한 객체 캐릭터 생성 + resized_target_image = self.image_translation.inpaint(prompt=prompt,negative_prompt=negative_prompt,image=resized_crop_img,num_inference_steps=inference_steps,strength=strength) + + #3-1. 크기 Resize한 객체 원본 크기로 돌리기 + x = input_bbox[2] - input_bbox[0] + y = input_bbox[3] - input_bbox[1] + target_image = resized_target_image.resize((x, y),Image.ANTIALIAS) + + #4. 캐릭터 마스크 재생성 + x, y = target_image.size + bbox = np.array([0,0,x,y]) + + crop_mask = self.segmentation.make_mask_with_bbox(target_image, bbox) + # SAM에서 마스크의 테두리 부분이 잘 Seg 되지 않는 현상 때문에 미세하게 crop 진행 + crop_mask = crop_mask.crop((2,2,x-2,y-2)) + + # 마스크 반전 + crop_mask = ImageChops.invert(crop_mask) + + #5. 애니 생성 후 원본 이미지 크기의 마스크 만들기 + after_mask = mask_composit(image=image,crop_mask=crop_mask, input_bbox=input_bbox) + + #6. 위에서 추출된 마스크 이외의 배경 제거 + after_segment_img = mask_composit2(image, target_image, input_bbox) + + #7. 원본 배경만 남기기 background = self.outpaint(image,mask,15) - background = image_resize(image=target_image,background=background) - target_mask = self.segment_image(image = target_image,input_bbox=input_bbox) - #4 이미지를 합치기 전에 target_image의 mask를 통해 배경과 객체를 분리 - target_image,target_background = image_segmentation(image=target_image,mask=target_mask,background=background) - #5. 4번 과정에서 얻은 결과를 통해 두이미지를 합친다. + #8. 이미지를 합치기 전에 target_image의 mask를 통해 배경과 객체를 분리 + target_image,target_background = image_segmentation(image=after_segment_img,mask=after_mask,background=background) + + #9. 8번 과정에서 얻은 결과를 통해 두이미지를 합친다. result = combine_image(background=target_background,image=target_image) return result diff --git a/GPUserver/model/utils.py b/GPUserver/model/utils.py index 53d7ce0..72e5223 100644 --- a/GPUserver/model/utils.py +++ b/GPUserver/model/utils.py @@ -36,4 +36,29 @@ def combine_image(background:Image.Image,image:Image.Image) -> Image.Image: background,image = np.array(background), np.array(image) result_np = background+image result_pil = Image.fromarray(result_np) - return result_pil \ No newline at end of file + return result_pil + +def check_size(img): + w,h = img.size + tmp = w if w > h else h + standard = 950 + + ratio = standard / tmp + img = img.resize((int(w * ratio), int(h * ratio)),Image.ANTIALIAS) + return img + +def mask_composit(image:Image.Image,crop_img:Image.Image,input_bbox:np.array)->Image.Image: + x,y = image.size + board = np.zeros((y,x),dtype=bool) + board[input_bbox[1]+2:input_bbox[3]-2, input_bbox[0]+2:input_bbox[2]-2] = np.array(crop_img) + + board = Image.fromarray(board) + return board + +def mask_composit2(image:Image.Image,orig_img:Image.Image,input_bbox:np.array)->Image.Image: + x,y = image.size + board = np.zeros((y,x,3),dtype=np.uint8) + board[input_bbox[1]:input_bbox[3], input_bbox[0]:input_bbox[2]] = np.array(orig_img) + board = Image.fromarray(board) + + return board \ No newline at end of file From 4165573b882ed53d57940d152ca5917d97188abe Mon Sep 17 00:00:00 2001 From: LTSGOD Date: Fri, 28 Jul 2023 09:41:43 +0900 Subject: [PATCH 2/4] =?UTF-8?q?refactor:=20GPU=20deploy=20=EC=82=AD?= =?UTF-8?q?=EC=A0=9C?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .github/workflows/deploy_GPU1.yml | 28 ---------------------------- 1 file changed, 28 deletions(-) delete mode 100644 .github/workflows/deploy_GPU1.yml diff --git a/.github/workflows/deploy_GPU1.yml b/.github/workflows/deploy_GPU1.yml deleted file mode 100644 index 8124db3..0000000 --- a/.github/workflows/deploy_GPU1.yml +++ /dev/null @@ -1,28 +0,0 @@ -# This workflow will install Python dependencies, run tests and lint with a single version of Python -# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python - -name: GPU1-SSH - -on: - push: - branches: [ "main" ] - pull_request: - branches: [ "main" ] - -permissions: - contents: read - -jobs: - build: - runs-on: ubuntu-latest - steps: - - name: executing 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charset=UTF-8 Content-Transfer-Encoding: 8bit --- GPUserver/model/inference_pipeline_with_Inpaint_Anything.py | 2 +- GPUserver/model/utils.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/GPUserver/model/inference_pipeline_with_Inpaint_Anything.py b/GPUserver/model/inference_pipeline_with_Inpaint_Anything.py index 41f99fe..efa21c1 100644 --- a/GPUserver/model/inference_pipeline_with_Inpaint_Anything.py +++ b/GPUserver/model/inference_pipeline_with_Inpaint_Anything.py @@ -49,7 +49,7 @@ def pipe(self,image:Image.Image,input_bbox:np.array,prompt:str,negative_prompt:s crop_mask = self.segmentation.make_mask_with_bbox(target_image, bbox) # SAM에서 마스크의 테두리 부분이 잘 Seg 되지 않는 현상 때문에 미세하게 crop 진행 - crop_mask = crop_mask.crop((2,2,x-2,y-2)) + crop_mask = crop_mask.crop((4,4,x-4,y-4)) # 마스크 반전 crop_mask = ImageChops.invert(crop_mask) diff --git a/GPUserver/model/utils.py b/GPUserver/model/utils.py index 72e5223..236f956 100644 --- a/GPUserver/model/utils.py +++ b/GPUserver/model/utils.py @@ -50,7 +50,7 @@ def check_size(img): def mask_composit(image:Image.Image,crop_img:Image.Image,input_bbox:np.array)->Image.Image: x,y = image.size board = np.zeros((y,x),dtype=bool) - board[input_bbox[1]+2:input_bbox[3]-2, input_bbox[0]+2:input_bbox[2]-2] = np.array(crop_img) + board[input_bbox[1]+4:input_bbox[3]-4, input_bbox[0]+4:input_bbox[2]-4] = np.array(crop_img) board = Image.fromarray(board) return board