32 lines
1002 B
Python
32 lines
1002 B
Python
# Copyright (c) OpenMMLab. All rights reserved.
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from argparse import ArgumentParser
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from mmengine.fileio import dump
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from rich import print_json
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from mmcls.apis import inference_model, init_model
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from mmcls.utils import register_all_modules
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def main():
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parser = ArgumentParser()
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parser.add_argument('img', help='Image file')
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parser.add_argument('config', help='Config file')
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parser.add_argument('checkpoint', help='Checkpoint file')
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parser.add_argument(
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'--device', default='cuda:0', help='Device used for inference')
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args = parser.parse_args()
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# register all modules and set mmcls as the default scope.
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register_all_modules()
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# build the model from a config file and a checkpoint file
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model = init_model(args.config, args.checkpoint, device=args.device)
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# test a single image
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result = inference_model(model, args.img)
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# show the results
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print_json(dump(result, file_format='json', indent=4))
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if __name__ == '__main__':
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main()
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