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https://github.com/vladmandic/sdnext.git
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60 lines
1.8 KiB
Python
Executable File
60 lines
1.8 KiB
Python
Executable File
#!/usr/bin/env python
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import os
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import io
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import base64
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import logging
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import argparse
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import requests
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import urllib3
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from PIL import Image
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sd_url = os.environ.get('SDAPI_URL', "http://127.0.0.1:7860")
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sd_username = os.environ.get('SDAPI_USR', None)
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sd_password = os.environ.get('SDAPI_PWD', None)
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logging.basicConfig(level = logging.INFO, format = '%(asctime)s %(levelname)s: %(message)s')
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log = logging.getLogger(__name__)
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urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
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def auth():
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if sd_username is not None and sd_password is not None:
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return requests.auth.HTTPBasicAuth(sd_username, sd_password)
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return None
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def post(endpoint: str, dct: dict = None):
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req = requests.post(f'{sd_url}{endpoint}', json = dct, timeout=300, verify=False, auth=auth())
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if req.status_code != 200:
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return { 'error': req.status_code, 'reason': req.reason, 'url': req.url }
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else:
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return req.json()
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def encode(f):
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image = Image.open(f)
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if image.mode == 'RGBA':
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image = image.convert('RGB')
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with io.BytesIO() as stream:
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image.save(stream, 'JPEG')
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image.close()
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values = stream.getvalue()
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encoded = base64.b64encode(values).decode()
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return encoded
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def detect(args): # pylint: disable=redefined-outer-name
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data = post('/sdapi/v1/faces', { 'image': encode(args.image) })
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for face in zip(data['images'], data['scores']):
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log.info(f'Face: score={face[1]}')
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image = Image.open(io.BytesIO(base64.b64decode(face[0])))
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image.save(f'/tmp/face_{face[1]}.jpg')
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if __name__ == "__main__":
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parser = argparse.ArgumentParser(description = 'api-faces')
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parser.add_argument('--image', required=True, help='input image')
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args = parser.parse_args()
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log.info(f'api-faces: {args}')
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detect(args)
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