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README.md

Demo

Installation

To run this demo, make sure that you install all requirements following INSTALL.md.

Preparation

  1. Download the object detection model manually: yolov3-spp.weights (Google Drive). Place it into data/models/detector_models.
  2. Download the person tracking model manually: jde.uncertainty.pt (Google Drive). Place it into data/models/detector_models.
  3. Please download our action models. Place them into data/models/aia_models. All models are available in MODEL_ZOO.md.
  4. We also provide a practical model (Google Drive) trained on 15 common action categories in AVA. This model achieves about 70 mAP on these categories. Please use resnet101_8x8f_denseserial.yaml and eable --common-cate to apply this model.

Usage

  1. Video Input

    cd demo
python demo.py --video-path path/to/your/video --output-path path/to/the/output \ 
--cfg-path path/to/cfg/file --weight-path path/to/the/weight [--common-cate]

  2. Webcam Input

    cd demo
python demo.py --webcam --output-path path/to/the/output \
--cfg-path path/to/cfg/file --weight-path path/to/the/weight [--common-cate]