shvardhan commited on
Commit
d4e6db7
·
verified ·
1 Parent(s): 8c60794

Update model.py

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Files changed (1) hide show
  1. model.py +1 -5
model.py CHANGED
@@ -23,7 +23,7 @@ class Model:
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  def _load_model(self, name: str) -> nn.Module:
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- return init_detector('configs/_base_/faster-rcnn_r50_fpn_1x_coco.py', 'models/orgaquant_pretrained.pth' , device=self.device)
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  def set_model(self, name: str) -> None:
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  if name == self.model_name:
@@ -36,9 +36,7 @@ class Model:
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  ) -> tuple[list[np.ndarray] | tuple[list[np.ndarray],
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  list[list[np.ndarray]]]
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  | dict[str, np.ndarray], np.ndarray]:
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- print('Image1', image.shape)
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  out = self.detect(image)
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- print('Out1', out)
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  vis = self.visualize_detection_results(image, out, score_threshold)
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  return out, vis
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@@ -46,9 +44,7 @@ class Model:
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  self, image: np.ndarray
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  ) -> list[np.ndarray] | tuple[
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  list[np.ndarray], list[list[np.ndarray]]] | dict[str, np.ndarray]:
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- print('Image2', image.shape)
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  out = inference_detector(self.model, image)
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- print('Out2',out)
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  return out
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  def visualize_detection_results(
 
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  def _load_model(self, name: str) -> nn.Module:
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+ return init_detector('configs/faster-rcnn_r50_organoid_orgaquant.py', 'models/orgaquant_pretrained.pth' , device=self.device)
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  def set_model(self, name: str) -> None:
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  if name == self.model_name:
 
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  ) -> tuple[list[np.ndarray] | tuple[list[np.ndarray],
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  list[list[np.ndarray]]]
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  | dict[str, np.ndarray], np.ndarray]:
 
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  out = self.detect(image)
 
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  vis = self.visualize_detection_results(image, out, score_threshold)
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  return out, vis
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  self, image: np.ndarray
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  ) -> list[np.ndarray] | tuple[
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  list[np.ndarray], list[list[np.ndarray]]] | dict[str, np.ndarray]:
 
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  out = inference_detector(self.model, image)
 
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  return out
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  def visualize_detection_results(