Code_v1.0 is available for traning, you should change your dataset as VOT format(top-left point and w,h).
If there is a break in a sequence, ues "0,0,0,0" to replace the info of this frame.
Paper: @InProceedings{Li_2018_CVPR,
author = {Li, Bo and Yan, Junjie and Wu, Wei and Zhu, Zheng and Hu, Xiaolin},
title = {High Performance Visual Tracking With Siamese Region Proposal Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}
git clone https://github.com/songdejia/siamese-RPN
cd code_v1.0
python train_siamrpn.py --dataroot=/PATH/TO/YOUR/DATASET --lr=0.001 --checkpoint_path=/PATH/TO/YOUR/WEIGHT
Visualization for debug
bbox in detection green -- ground truth which is got by pos anchor shift with reg_target red -- bbox which is got by pos anchor with reg_pred black -- bbox with highest score