Deeper Siamese Network with Stronger Feature Representation for Visual Tracking

• Overall network architecture of the proposed HA-SiamVGG tracker

• Results on OTB2015

  

Test the tracker

• If you want to test the tracker on the single image sequence, please provide the correct path for the test sequence and the default model is in pretrained/model.pth. Then, run

  python one_seq_test.py

• If you want to test some models after training on the full OTB2015 dataset, please provide the correct path for dataset and location which saving the models. Then, run

  python model_test_mine.py

Training

• Please provide the correct path for the GOT10K dataset and run

  python train.py

  The default location saving the models after training is ./pretrained

Publication

Zhang C, Wang H, Wen J, et al. Deeper Siamese Network With Stronger Feature Representation for Visual Tracking[J]. IEEE Access, 2020, 8: 119094-119104.

https://ieeexplore.ieee.org/document/9127416?source=authoralert