alexchungio / Faster-RCNN-Tensorflow

Faster_RCNN Network

Faster-RCNN-Tensorflow

Faster_RCNN Network

compile for num and rpn

cd $PATH_ROOT/libs/box_utils/cython_utils
python setup.py build_ext --inplace

Download Dataset

Pascal Voc 2012

$ wget http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtrainval_06-Nov-2007.tar
$ wget http://host.robots.ox.ac.uk/pascal/VOC/voc2012/VOCtrainval_11-May-2012.tar
$ wget http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtest_06-Nov-2007.tar

COCO 2017

$ wget http://images.cocodataset.org/annotations/annotations_trainval2017.zip
$ wget http://images.cocodataset.org/zips/train2017.zip
$ wget http://images.cocodataset.org/zips/val2017.zip

pretrained weights

• http://download.tensorflow.org/models/resnet_v1_101_2016_08_28.tar.gz

train logs

Displayed one-state Loss on Tensorboard

Displayed two-stage Loss on Tensorboard

Displayed Total Loss on Tensorboard	Displayed Accuracy on Tensorboard

Displayed Accuracy on Tensorboard

TODO