/PixelSpace

Redhat angels

Primary LanguagePython

AI4LIFE 2024

REDHAT ANGELS TEAM

Contributors: T.Van Hong Son, L.Viet Hung

Environment set up:

  • conda create --name openmmlab python=3.8 -y
  • conda activate openmmlab
  • conda install pytorch torchvision -c pytorch
  • pip install -U openmim
  • mim install mmengine
  • mim install "mmcv>=2.0.1"
  • mim install "mmdet>=3.1.0"
  • cd mmpose
  • pip install -r requirements.txt
  • pip install -v -e .
  • mim download mmpose --config td-hm_hrnet-w48_8xb32-210e_coco-256x192 --dest .
  • cd ..
  • cd LSTMAT
  • pip install -r requirements.txt
  • wget https://huggingface.co/allasobi110/LSTMAT_AI4L/resolve/main/LSTM_Attention_128HUs_f1.h5?download=true

Folder set up:

  • Root_Folder:
  |____ LSTMAT
  |____ mmpose
  |____ Data_Round1/Data_R1
                     |_____ barbell biceps curl
                     |		|____tên video_1.mp4
                     |		|____……………
                     |		|____tên video_n.mp4
                     |_____ bench press
                     |		|____tên video_1.mp4
                     |		|____……………
                     |		|____tên video_n.mp4
                     |.......................................
                     |_____ tricep Pushdown
                                |____tên video_1.mp4
                                |____……………
                                |____tên video_n.mp4

Inference:

  • chmod u+x run.sh
  • ./run.sh
  • The result is an image in folder LSTMAT named PIXCEL_SPACE_CORR_F1_RESULT-AAAAAAAAAAA.png