0aqz0 / Real-time-GesRec

Real-time Hand Gesture Recognition with RealSense D435 Depth Camera

Real-time Hand Gesture Recognition with RealSense D435 Depth Camera

Egogesture

Steps

• Install the requirements

  • PyTorch
  • Python 3

• Download pretrained models

  Pretrained_models_v1 (1.08GB): The best performing models in paper

  Pretrained_RGB_models_for_det_and_clf (371MB)(Google Drive) Pretrained_RGB_models_for_det_and_clf (371MB)(Baidu Netdisk) -code:p1va

  Pretrained_models_v2 (15.2GB): All models in paper with efficient 3D-CNN Models

• Connect to RealSense D435 depth camera

• Run the code

  ./run_online_video_egogesture_depth.sh