tusen-ai / SimpleTrack

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How to get the json format detection files of NuScenes #9

Closed liangchunlan closed 2 years ago

liangchunlan commented 2 years ago

nuScenes

  1. Preprocessing image

  2. Detection python detection.py --raw_data_folder ${raw_data_dir} --data_folder ${data_dir_2hz} --det_name ${name} --file_path ${file_path} --mode 2hz --velo How can i get the detection file(in code, this default is val.json)

  3. SimpleTrack/docs/nuScenes.md

    python tools/nuscenes_result_creation.py \
    --name SimpleTrack2Hz \
    --name result_folder ${nuscenes_result_dir} \
    --data_folder ${nuscenes2hz_data_dir}

    =================>>>>>>(i think)

    python tools/nuscenes_result_creation.py \
    --name SimpleTrack2Hz \
    --result_folder ${nuscenes_result_dir} \
    --data_folder ${nuscenes2hz_data_dir}
  4. How do I evaluate NuScenes

  5. Look forward to your help

ziqipang commented 2 years ago
  1. Where to get the detection file? The detection files are generated by your own detector following the nuScenes format. Some public released detectors also release their files, such as CenterPoint.
  2. How to evaluate nuScenes? After converting the tracking result to nuScenes format, you will get a .json file following the nuScenes tracking specifications. Then you may need to refer to the nuScenes official repo nuscenes-devkit for evaluating the tracking results with the .json you just produced.

@liangchunlan Hope the above information is helpful.

ziqipang commented 2 years ago

Close due to inactivity.