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optimize dlib (especially face detection) for arm platform

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dlib_for_arm

very fast face detection for ARM platform.

The code is based on dlib with the following enhancement

  1. reduce work load : only use 1 filter(front looking) instead of 5 filters in frontal_face_detector.h
  2. thread level parallelism : use 3 threads to do face detection
  3. SIMD : use arm neon to implement dlib/simd/

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optimize dlib (especially face detection) for arm platform

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