denguir/tf-drl-rpn-video

Object detection on video using deep reinforcement learning

drl-RPN for Video

The original object detector: https://github.com/aleksispi/drl-rpn-tf

The original object tracker: https://github.com/nwojke/deep_sort and https://github.com/abewley/sort

This work improves further the object detector accuracy by using deep-SORT object tracker

How to use

The usage of this script is the same as in https://github.com/aleksispi/drl-rpn-tf

mAP

The master branch focuses on increasing the mAP of drl-RPN for video

Runtime

The fast-video branch focuses on increasing runtime of drl-RPN for video