General refactoring and improvements (#373)
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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18 changed files with 304 additions and 309 deletions
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@ -57,7 +57,7 @@ class BaseModel(nn.Module):
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x = m(x) # run
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y.append(x if m.i in self.save else None) # save output
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if visualize:
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pass
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LOGGER.info('visualize feature not yet supported')
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# TODO: feature_visualization(x, m.type, m.i, save_dir=visualize)
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return x
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@ -106,8 +106,8 @@ class BaseModel(nn.Module):
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Prints model information
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Args:
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verbose (bool): if True, prints out the model information. Defaults to False
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imgsz (int): the size of the image that the model will be trained on. Defaults to 640
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verbose (bool): if True, prints out the model information. Defaults to False
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imgsz (int): the size of the image that the model will be trained on. Defaults to 640
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"""
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model_info(self, verbose, imgsz)
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@ -117,10 +117,10 @@ class BaseModel(nn.Module):
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parameters or registered buffers
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Args:
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fn: the function to apply to the model
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fn: the function to apply to the model
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Returns:
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A model that is a Detect() object.
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A model that is a Detect() object.
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"""
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self = super()._apply(fn)
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m = self.model[-1] # Detect()
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@ -135,7 +135,7 @@ class BaseModel(nn.Module):
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This function loads the weights of the model from a file
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Args:
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weights (str): The weights to load into the model.
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weights (str): The weights to load into the model.
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"""
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# Force all tasks to implement this function
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raise NotImplementedError("This function needs to be implemented by derived classes!")
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