Installation

August 30, 2024 ยท View on GitHub

Prerequisite

  1. Python=3.7
  2. Pytorch=1.9.1
  3. CUDA=11.1

Step. 1 Install mmcv-full==1.3.18.

pip install mmcv-full==1.3.18

Step. 2 Install mmdetection and mmsegmentation.

pip install mmdet==2.14.0
pip install mmsegmentation==0.14.1

Step. 3 Install mmdetection3d==0.17.1.

git clone https://github.com/open-mmlab/mmdetection3d.git
cd mmdetection3d
git checkout v0.17.1
python setup.py install

Step. 4 Install detectron2.

python -m pip install detectron2 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu111/torch1.9/index.html

Step. 5 Install FlashAttention.

pip install flash-attn==0.2.2

Step. 6 Clone deepInteraction.

git clone https://github.com/fudan-zvg/DeepInteraction.git
cd DeepInteraction