47 lines
1.6 KiB
Python
Executable File
47 lines
1.6 KiB
Python
Executable File
import argparse
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import base64
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from io import BytesIO
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from pathlib import Path
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from .inference import CAPTCHA
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from PIL import Image
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from simple_http_server import route, server
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def main():
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parser = argparse.ArgumentParser("CAPTCHA", allow_abbrev=False)
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parser.add_argument("--listen", action='store_true')
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parser.add_argument("--port", type=int, default=9090)
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parser.add_argument("--yaml", type=Path, default=None)
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parser.add_argument("--ckpt", type=Path, default=None)
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parser.add_argument("--temp", type=float, default=1.0)
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parser.add_argument("--device", default="cuda")
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args, unknown = parser.parse_known_args()
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captcha = CAPTCHA( config=args.yaml, ckpt=args.ckpt, device=args.device )
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if args.listen:
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@route("/")
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def inference( b64, temperature=1.0 ):
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image = Image.open(BytesIO(base64.b64decode(b64))).convert("RGB")
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return { "answer": captcha.inference( image=image, temperature=args.temp ) }
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server.start(port=args.port)
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else:
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parser = argparse.ArgumentParser("CAPTCHA", allow_abbrev=False)
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parser.add_argument("--path", type=Path)
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parser.add_argument("--base64", type=str)
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parser.add_argument("--temp", type=float, default=1.0)
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args, unknown = parser.parse_known_args()
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if args.path:
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image = Image.open(args.path).convert('RGB')
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elif args.base64:
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image = Image.open(BytesIO(base64.b64decode(args.base64))).convert("RGB")
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else:
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raise "Specify a --path or --base64."
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answer = captcha.inference( image=image, temperature=args.temp )
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print("Answer:", answer)
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if __name__ == "__main__":
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main()
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