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SOT TEST

Usage of Test.py

Change directory to the repository root.

python main/test.py --config experiments/siamfcpp/test/got10k/siamfcpp_alexnet-got.yaml

Test Scripts

A collection of test scripts are located under tools/test/:

Check test results

EXP_NAME is the string value of key test.track.exp_name in the corresponding .yaml file.

Check VOT results

view logs/VOT2018/<EXP_NAME>.csv

Check GOT-Benchmark results

GOT-Benchmark contains testers for a series of benchmarks, including OTB, VOT, LaSOT, GOT-10k, TrackingNet.

view logs/GOT-Benchmark/report/GOT-10k/<EX015P_NAME>/performance.json
view logs/GOT-Benchmark/report/LaSOT/<EXP_NAME>/performance.json
view logs/GOT-Benchmark/report/otb2015/<EXP_NAME>/performance.json
view logs/GOT-Benchmark/report/TrackingNet/<EXP_NAME>/performance.json

Speed up with TensorRT

  1. we adopt torch2trt accelerate the speed. Because of this issue， we only transfer the feature extraction part yet.

  2. please refer https://github.com/researchmm/TracKit/blob/master/lib/tutorial/install_trt.md to install torch2trt.

  3. we provide trt model for siamfcpp-googlenet-vot now, you can set trt_mode True in yaml to enable it.

  4. You can refer to cvt_trt.py to transfer other models to trt.

Misc

Use multiple GPUs for test

Consider changing device_num in .yaml configuration file.

tester:
    names: ["GOT10kTester",]
    GOT10kTester:
    exp_name: *TEST_NAME
    exp_save: *TEST_SAVE
    device_num: 4  # change here to use four GPU
    subsets: ["val"]  # (val|test)