Mixture of Enhanced Visual Features (MEVF)

Prerequisites

VQA-RAD dataset Please install dependencies by running following command:

pip install -r requirements.txt

Preprocessing

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

The MAML model data_RAD/pretrained_maml.weights is trained by using official source code link. The CDAE model data_RAD/pretrained_ae.pth is trained by code provided in train_cdae.py.

The result json file can be found in the directory results/.