SOT_SETUP.md

Setup-SOT

Download models & raw results

• Google Drive
• Tencent Weiyun, code: wg47g7

Compile evaluation toolkit

If you want to run experiments on VOT, run the following script to compile region.

bash compile.sh

Set datasets

Set soft link to dataset directory (see config example)

ln -s path_to_datasets datasets

At path_to_datasets:

path_to_datasets
├── VOT  # experiment configurations, in yaml format
│   ├── vot2018
│   │    ├── VOT2018
│   │    │    ├── ...
│   │    │    └── list.txt
│   │    └── VOT2018.json
│   └── vot2019
│        ├── VOT2019
│        │    ├── ...
│        │    └── list.txt
│        └── VOT2019.json
├── GOT-10k  # same structure as full_data.zip
│   ├── train
│   ├── val
│   └── test

See DATA.md for a full description.

Auxilary files for VOT

Auxilary files (list.txt / VOTXXXX.json) located at videoanalyst/evaluation/vot_benchmark/vot_list

Script for copying:

# Assuming that VOT benchmarks located under datasets/VOT and your
cd $(git rev-parse --show-toplevel)  # change directory to the repo. root
cp videoanalyst/evaluation/vot_benchmark/vot_list/vot2018/VOT2018.json datasets/VOT/vot2018/
cp videoanalyst/evaluation/vot_benchmark/vot_list/vot2018/list.json datasets/VOT/vot2018/VOT2018/

Download Links for Datasets

VOT

We provide download links for VOT2018 / VOT2019:

• Google Drive
• Baidu Disk, code: xg4q

Acknowledgement:: Following datasets have been downloaded with TrackDat

• VOT2018
• VOT2019

TrackingNet

As the official TrackingNet is hosted on Google Disk (with weekly download quota), we share a replica downloaded by us on BaiduDisk to facilitate others' life.

BaiduDisk, code: nkb9

Set models

Set soft link to model directory

ln -s path_to_models models

At path_to_models:

path_to_models
├── siamfcpp
│   ├── siamfcpp-alexnet-vot-md5_18fd31a2f94b0296c08fff9b0f9ad240.pkl
│   ├── siamfcpp-googlenet-vot-md5_f2680ba074213ee39d82fcb84533a1a6.pkl
│   ├── siamfcpp-tinyconv-vot-md5_cb9c2e8c7851ebf79677522269444cb2.pkl
│   ├── ...
│   ...
├── alexnet
│   └── alexnet-nopad-bn-md5_fa7cdefb48f41978cf35e8c4f1159cdc.pkl
├── googlenet
│   └── inception_v3_google-1a9a5a14-961cad7697695cca7d9ca4814b17a88d.pth
│

Run Test

See SOT_TEST.md