keras_frcnn

Requirements

Basically, this code supports python3.5+, the following package should installed:

• python 3.5
• tensorflow 1.10
• keras 2.2.4
• cv2
• numpy (pip install numpy --user)

That's all, help you enjoy!

Train RPN

cd tools
python train_rpn.py pascal /home/syh/train_data/VOCdevkit/VOC2007

Train Faster RCNN

config the args_setting file in experiments/cfgs. the context may look like as following:

TRAIN:
  gpu: 0
  weight_path: /home/syh/keras_frcnn/snapshots/voc/voc_04.h5
  epochs: 50
  tag: voc
  pascal_path: ['/home/syh/train_data/VOCdevkit/VOC2007']
  classes_path: /home/syh/keras_frcnn/voc_classes.txt

and then

cd tools
python train_rcnn.py

evaluate

save path: .../experiments/eval_output

Implemente