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Face Mask Detection API powered by FastAPI, RetinaFace Detector and Res10.

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AsianZeus/Face-Mask-Detection

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Face-Mask-Detection

Face Mask Detection API powered by FastAPI.

  • Detects Multiple Faces from afar.
  • Classify faces as Mask or No Mask.
  • Sends Annotated response of an image with labelled faces.
  • Sends Numbers of faces in Headers Response.
  • Sends Labels as an array in Header Response.

API

  • Made with FASTAPI
  • Validation by PyDantic

Working

  • URL: /image

  • Type: Post

  • Body: form-data

    • Key: "Image"
    • Value: Selected Image

    Response

    • Status: 201
      • Annotated Image
    • Headers:
      • "human-count": Number of faces detected
      • "labels": Labels of faces detected [MASK | NO MASK]

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Face Mask Detection API powered by FastAPI, RetinaFace Detector and Res10.

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