Multiple Object Tracking System in Keras + (Detection Network - YOLO)
NOTE: Yolov2 reimplementation in Keras as standalone detector also available
Run git clone --recursive https://github.com/kshitiz38/object-tracking.git
git submodule update --init --recursive
Darknet
cd darknet && make
Faster RCNN
cd py-faster-rcnn
cd lib && make && cd ../
cd caffe-fast-rcnn && mkdir build && cd build && cmake ..
make all && make install
python utility/tb_to_pascal.py' or 'python utility/tb_to_pascal.py
or write one for your own datasetpython trainer.py
KerasYOLO.py
and MultiObjDetTracker.py
MultiObjDetTracker.py
already done for ImageNet Vid and MOT17python trainer.py
single_object_tracking()
in trainer.py
for Single Object Detection with fixed detection priors from Other Detection backendssimult_multi_obj_detection_tracking()
in trainer.py
for Simultaneous Multiple Object Detction and Tracking with Yolov2 Reimplemented in Kerasmodels_tracking
and models_detection
directories