51 lines
1.4 KiB
Python
51 lines
1.4 KiB
Python
# Copyright (c) OpenMMLab. All rights reserved.
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from argparse import ArgumentParser
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from mmseg.apis import RSImage, RSInferencer
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def main():
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parser = ArgumentParser()
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parser.add_argument('image', help='Image file path')
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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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'--output-path',
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help='Path to save result image',
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default='result.png')
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parser.add_argument(
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'--batch-size',
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type=int,
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default=1,
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help='maximum number of windows inferred simultaneously')
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parser.add_argument(
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'--window-size',
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help='window xsize,ysize',
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default=(224, 224),
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type=int,
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nargs=2)
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parser.add_argument(
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'--stride',
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help='window xstride,ystride',
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default=(224, 224),
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type=int,
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nargs=2)
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parser.add_argument(
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'--thread', default=1, type=int, help='number of inference threads')
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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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inferencer = RSInferencer.from_config_path(
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args.config,
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args.checkpoint,
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batch_size=args.batch_size,
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thread=args.thread,
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device=args.device)
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image = RSImage(args.image)
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inferencer.run(image, args.window_size, args.stride, args.output_path)
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if __name__ == '__main__':
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main()
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