/YOLO_v1

A easy implementation of YOLO v1 by Keras with Tensorflow backend

Primary LanguagePython

License Build Status

YOLO_v1

YOLO_v1 is a simple implementation of YOLO v1 by Keras with Tensorflow backend which described in the next paper:

But actually this is not a good implementation and I have not achieved the same performance as the original one. Further more,YOLO v2 has come out,so you can turn to experiencor/basic-yolo-keras which I think is a good implementation of YOLO v2 with Keras if you want to train faster and better.

To use this implementation, you have to download the weights files from here.

Environment

  • 1.tensorflow v1.4
  • 2.keras v2.1.2
  • 3.Cudnn v6.0
  • 4.Python v3.6
  • 5.Python packages:numpy,PIL,scipy
  • 6.Bash(git、ssh)

Sample

detection of an image

detection of a video

Demo