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pathbreak/deepvisualminer

By pathbreak

•Updated over 9 years ago

Object detection and face recognition in photos and videos using deep learning and computer vision.

Image
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pathbreak/deepvisualminer repository overview

Image based on Ubuntu 16.04

  • python3.5
  • Darkflow (https://github.com/thtrieu/darkflow⁠)
  • TensorFlow 1.0 (stock version from PPA. See https://hub.docker.com/r/pathbreak/deepvisualminer-haswell/⁠ for image with custom optimized build of TensorFlow 1.0)
  • FFMpeg
  • OpenCV 3.2 (opencv-python and opencv-contrib-python from PyPI. These don't support videos because they aren't linked with ffmpeg)
  • imageio (python module for video IO using ffmpeg)
  • scikit-learn (for machine learning helpers)
  • numpy, scipy (required by all the other frameworks above)

See my Github repo⁠ for usage.

Tag summary

Content type

Image

Digest

Size

601.4 MB

Last updated

over 9 years ago

docker pull pathbreak/deepvisualminer