towhee
/
resnet-image-embedding
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40 lines
1.1 KiB
40 lines
1.1 KiB
# Copyright 2021 Zilliz. All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import torch
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import torchvision
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class Resnet50():
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"""
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PyTorch model for image embedding.
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"""
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def __init__(self, model_name: str):
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self.model_name = model_name
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def load_model(self):
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"""
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For loading model
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"""
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model_func = getattr(torchvision.models, self.model_name)
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self.model = model_func(pretrained=True)
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self.model.eval()
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return self.model
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def train_model(self):
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"""
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For training model
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"""
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pass
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