Browse Source
Update
Signed-off-by: shiyu22 <shiyu.chen@zilliz.com>
training
1 changed files with
2 additions and
2 deletions
-
resnet_image_embedding.py
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@ -26,12 +26,12 @@ class ResnetImageEmbedding(Operator): |
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""" |
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""" |
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PyTorch model for image embedding. |
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PyTorch model for image embedding. |
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""" |
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""" |
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def __init__(self, model_name: str, framework: str = 'pytorch', weights_path: str = None) -> None: |
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def __init__(self, model_name: str, framework: str = 'pytorch') -> None: |
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super().__init__() |
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super().__init__() |
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sys.path.append(str(Path(__file__).parent)) |
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sys.path.append(str(Path(__file__).parent)) |
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if framework == 'pytorch': |
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if framework == 'pytorch': |
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from pytorch.model import Model |
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from pytorch.model import Model |
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self.model = Model(model_name, weights_path) |
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self.model = Model(model_name) |
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def __call__(self, img_tensor: torch.Tensor) -> NamedTuple('Outputs', [('feature_vector', numpy.ndarray)]): |
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def __call__(self, img_tensor: torch.Tensor) -> NamedTuple('Outputs', [('feature_vector', numpy.ndarray)]): |
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embedding = self.model(img_tensor) |
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embedding = self.model(img_tensor) |
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