zhang chen
4 years ago
2 changed files with
2 additions and
2 deletions
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README.md
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pytorch/model.py
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@ -41,6 +41,7 @@ The Operator returns a tuple `Tuple[('feature_vector', numpy.ndarray)]` containi |
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- feature_vector: |
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- feature_vector: |
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- the embedding of the image |
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- the embedding of the image |
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- data type: `numpy.ndarray` |
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- data type: `numpy.ndarray` |
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- shape: (dim,) |
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## Requirements |
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## Requirements |
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@ -32,8 +32,7 @@ class Model(): |
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def __call__(self, img_tensor: torch.Tensor): |
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def __call__(self, img_tensor: torch.Tensor): |
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features = self._model.extract_features(img_tensor) |
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features = self._model.extract_features(img_tensor) |
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channels = features.shape[0] |
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return self._avg_pooling(features).view(channels, -1).detach().numpy() |
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return self._avg_pooling(features).flatten().detach().numpy() |
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def train(self): |
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def train(self): |
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""" |
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""" |
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