SYSTM

A perception system of tracking and motion understanding.

Installation

We currently support Python 3.7 and 3.8.

You can install the package dependency via vanilla python and pip:

python3 -m pip install -r scripts/requirements.txt
# This may not work for you. Please look up pytorch website for your configurations
python3 -m pip install torch torchvision torchaudio
# Install fresh detectron2
python3 -m pip install 'git+https://github.com/facebookresearch/detectron2.git'

If you're using conda, run the following commands:

conda create --name openmt python=3.8
conda activate openmt
pip install -r scripts/requirements.txt
conda install pytorch torchvision torchaudio cudatoolkit=11.0 -c pytorch
pip install 'git+https://github.com/facebookresearch/detectron2.git'

You can also use python and conda scripts on CPU Linux installation.

More information about torch and detectron2 installation

• Pytorch
• Detectron2

To install openmt package,

python3 setup.py install

Usage

Training detector

python3 tools/detect.py train --config <config_path> <maybe other arguments>

Generate detection prediction results

python3 tools/detect.py predict --config <config_path> <maybe other arguments>