GVII

This repository is based on and inspired by @Tuong Do's work. We sincerely thank for their sharing of the codes.

Prerequisites

PYTHON 3.6

CUDA 9.2

Please install dependence package by run following command:

pip install -r requirements.txt

Preprocessing

PathVQA dataset for VQA task

All data should be downloaded via link. The downloaded file should be extracted to data_PathVQA/ directory.

Training

Train MMQ + MEVF model with Bilinear Attention Network on PathVQA dataset.

$ sh run_vqa_PathVQA.sh

Pretrained models and Testing

For our SOTA model on PathVQA dataset saved_models/MMQ_BAN_MEVF_pathVQA. The trained MMQ_BAN_MEVF_pathVQA model can be tested in PathVQA test set via:

$ sh run_test_PathVQA.sh