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Fixed the linux model problem #31

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Fixed the linux model problem #31

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8 changes: 8 additions & 0 deletions .gitignore
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Original file line number Diff line number Diff line change
@@ -0,0 +1,8 @@
**/__pycache__/**

models/*.ckpt
models/*.pth
models/*.onnx
saved_parameters.json
data.json
merged_embeddings.txt
26 changes: 21 additions & 5 deletions rope/Models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,7 @@
from itertools import product as product
import subprocess as sp
onnxruntime.set_default_logger_severity(4)
from platform import system

class Models():
def __init__(self):
Expand Down Expand Up @@ -57,20 +58,29 @@ def run_detect(self, img, detect_mode='Retinaface', max_num=1, score=0.5):

if detect_mode=='Retinaface':
if not self.retinaface_model:
self.retinaface_model = onnxruntime.InferenceSession('.\models\det_10g.onnx', providers=self.providers)
if system() == 'Linux':
self.retinaface_model = onnxruntime.InferenceSession('./models/det_10g.onnx', providers=self.providers)
else:
self.retinaface_model = onnxruntime.InferenceSession('.\models\det_10g.onnx', providers=self.providers)

kpss = self.detect_retinaface(img, max_num=max_num, score=score)

elif detect_mode=='SCRDF':
if not self.scrdf_model:
self.scrdf_model = onnxruntime.InferenceSession('.\models\scrfd_2.5g_bnkps.onnx', providers=self.providers)
if system() == 'Linux':
self.scrdf_model = onnxruntime.InferenceSession('./models/scrfd_2.5g_bnkps.onnx', providers=self.providers)
else:
self.scrdf_model = onnxruntime.InferenceSession('.\models\scrfd_2.5g_bnkps.onnx', providers=self.providers)

kpss = self.detect_scrdf(img, max_num=max_num, score=score)


elif detect_mode=='Yolov8':
if not self.yoloface_model:
self.yoloface_model = onnxruntime.InferenceSession('.\models\yoloface_8n.onnx', providers=self.providers)
if system() == 'Linux':
self.yoloface_model = onnxruntime.InferenceSession('./models/yoloface_8n.onnx', providers=self.providers)
else:
self.yoloface_model = onnxruntime.InferenceSession('.\models\yoloface_8n.onnx', providers=self.providers)

kpss = self.detect_yoloface(img, max_num=max_num, score=score)

Expand All @@ -80,7 +90,10 @@ def run_align(self, img):
points = []

if not self.insight106_model:
self.insight106_model = onnxruntime.InferenceSession('.\models\2d106det.onnx', providers=self.providers)
if system() == 'Linux':
self.insight106_model = onnxruntime.InferenceSession('./models/2d106det.onnx', providers=self.providers)
else:
self.insight106_model = onnxruntime.InferenceSession('.\models\2d106det.onnx', providers=self.providers)

points = self.detect_insight106(img)

Expand All @@ -102,7 +115,10 @@ def delete_models(self):

def run_recognize(self, img, kps):
if not self.recognition_model:
self.recognition_model = onnxruntime.InferenceSession('.\models\w600k_r50.onnx', providers=self.providers)
if system() == 'Linux':
self.recognition_model = onnxruntime.InferenceSession('./models/w600k_r50.onnx', providers=self.providers)
else:
self.recognition_model = onnxruntime.InferenceSession('.\models\w600k_r50.onnx', providers=self.providers)

embedding, cropped_image = self.recognize(img, kps)
return embedding, cropped_image
Expand Down