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Installation

This code is based on ScanRefer and ScanQA. Please also refer to the ScanRefer and ScanQA setup.

  • Clone this repository:

    git clone https://github.com/matthewdm0816/BridgeQA.git
cd BridgeQA

  • Install PyTorch: pytorch==1.12.1 torchvision==0.13.1 compatible with your CUDA version.

  • Install the necessary packages with requirements.txt:

    pip install -r requirements.txt

  • Compile the CUDA modules for the PointNet++ backbone:

    cd lib/pointnet2
python setup.py install

  • Download BLIP checkpoints for VQA and Image-Text Retrieval, and put them to ckpts path.

Note that this code has been tested with Python 3.9.7, pytorch 1.12.1, and CUDA 11.3 on Ubuntu 20.04.1.