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preprocessing-for-facerecognition

Description

This python script uses OpenCV based library haarcascades to detect a human face in the images stored in /input-images folder and then crops the images so that the human face fits prefectly in the image. The cropped image is resized to original dimensions and stored in /output-images folder. If no human face is detected then the image is skipped and won't be processed.

Limitations

  • can detect only human faces with front view orientation
  • if multiple human faces are present in the image, this script selects only one face. But it can easily modifed to get all the faces.

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