evazion
20 lines
919 B
Python
Executable File
20 lines
919 B
Python
Executable File
#!/usr/bin/env python
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import json
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import click
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from autotagger import Autotagger
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from fastai.vision.core import PILImage
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@click.command(help="Automatically generate tags for an image.")
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@click.option("-t", "--threshold", default=0.01, type=float, show_default=True, help="The minimum tag confidence level.")
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@click.option("-n", "--limit", default=50, type=int, show_default=True, help="The maximum number of tags to return.")
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@click.option("-m", "--model", default="models/model.pth", type=click.Path(exists=True), help="The model to use.")
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@click.argument("file", nargs=-1, type=click.File("rb"), required=True)
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def main(file, threshold, limit, model):
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autotagger = Autotagger(model)
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predictions = [{ "filename": f.name, "tags": autotagger.predict(PILImage.create(f), threshold=threshold, limit=limit) } for f in file]
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click.echo(json.dumps(predictions, indent=2))
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if __name__ == "__main__":
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main()
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