The code for CVPR2022 paper "Likert Scoring with Grade Decoupling for Long-term Action Assessment".

Related tags

Computer VisionCVPR22_GDLT
Overview

Likert Scoring with Grade Decoupling for Long-term Action Assessment

This is the code for CVPR2022 paper "Likert Scoring with Grade Decoupling for Long-term Action Assessment".

Environments

  • RTX2080Ti
  • CUDA: 10.2
  • Python: 3.9.7
  • PyTorch: 1.10.1+cu102

Features

The features and label files of Rhythmic Gymnastics dataset can be download here.

Running

Please fill in or select the args enclosed by {} first.

  • Training
CUDA_VISIBLE_DEVICES={device ID} python main.py --video-path {path of video features} --train-label-path {path of label file of training set} --test-label-path {path of label file of test set} --model-name {the name used to save model and log} --action-type {Ball/Clubs/Hoop/Ribbon} --lr 1e-2 --epoch {250/400/500/150} --n_decoder 2 --n_query 4 --alpha 1.0 --margin 1.0 --lr-decay cos --decay-rate 0.01 --dropout 0.3
  • Testing
CUDA_VISIBLE_DEVICES={device ID} python main.py --video-path {path of video features} --train-label-path {path of label file of training set} --test-label-path {path of label file of test set} --action-type {Ball/Clubs/Hoop/Ribbon} --n_decoder 2 --n_query 4 --dropout 0.3 --test --ckpt {the name of the used checkpoint}
Owner
GitHub Repository
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