Spaces:
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Update main_test_CMFNet.py
Browse files- main_test_CMFNet.py +29 -26
main_test_CMFNet.py
CHANGED
@@ -14,6 +14,34 @@ from natsort import natsorted
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from model.CMFNet import CMFNet
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def main():
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parser = argparse.ArgumentParser(description='Demo Image Deraindrop')
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parser.add_argument('--input_dir', default='test/', type=str, help='Input images')
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@@ -66,33 +94,8 @@ def main():
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f = os.path.splitext(os.path.split(file_)[-1])[0]
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save_img((os.path.join(out_dir, f + '.png')), restored)
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def save_img(filepath, img):
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cv2.imwrite(filepath, cv2.cvtColor(img, cv2.COLOR_RGB2BGR))
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def load_checkpoint(model, weights):
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checkpoint = torch.load(weights, map_location=torch.device('cpu'))
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try:
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model.load_state_dict(checkpoint["state_dict"])
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except:
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state_dict = checkpoint["state_dict"]
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new_state_dict = OrderedDict()
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for k, v in state_dict.items():
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name = k[7:] # remove `module.`
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new_state_dict[name] = v
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model.load_state_dict(new_state_dict)
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def clean_folder(folder):
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for filename in os.listdir(folder):
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file_path = os.path.join(folder, filename)
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try:
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if os.path.isfile(file_path) or os.path.islink(file_path):
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os.unlink(file_path)
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elif os.path.isdir(file_path):
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shutil.rmtree(file_path)
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except Exception as e:
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print('Failed to delete %s. Reason: %s' % (file_path, e))
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if __name__ == '__main__':
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main()
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from model.CMFNet import CMFNet
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def save_img(filepath, img):
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cv2.imwrite(filepath, cv2.cvtColor(img, cv2.COLOR_RGB2BGR))
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def load_checkpoint(model, weights):
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checkpoint = torch.load(weights, map_location=torch.device('cpu'))
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try:
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model.load_state_dict(checkpoint["state_dict"])
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except:
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state_dict = checkpoint["state_dict"]
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new_state_dict = OrderedDict()
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for k, v in state_dict.items():
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name = k[7:] # remove `module.`
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new_state_dict[name] = v
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model.load_state_dict(new_state_dict)
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def clean_folder(folder):
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for filename in os.listdir(folder):
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file_path = os.path.join(folder, filename)
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try:
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if os.path.isfile(file_path) or os.path.islink(file_path):
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os.unlink(file_path)
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elif os.path.isdir(file_path):
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shutil.rmtree(file_path)
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except Exception as e:
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print('Failed to delete %s. Reason: %s' % (file_path, e))
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def main():
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parser = argparse.ArgumentParser(description='Demo Image Deraindrop')
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parser.add_argument('--input_dir', default='test/', type=str, help='Input images')
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f = os.path.splitext(os.path.split(file_)[-1])[0]
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save_img((os.path.join(out_dir, f + '.png')), restored)
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clean_folder(inp_dir)
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if __name__ == '__main__':
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main()
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