Visual Question answering

Check out official webiste of VisualQA

Download the weight matrix of the 16 layer CNN model. vgg16_weights.h5 and put in src/model/dataset folder. Unable to put it here because of huge size :P

Demo GIF

Installation guide

1. Clone repository

   git clone https://github.com/jai-singhal/visualqa

2. cd to repository.

3. Create a virtualenv by following command

   virtualenv -p python3 .

4. Activate virtualenv

   source bin/activate

5. Install required packages

   pip3 install -r requirements.txt

   Note that you may find difficulty while installing spacy, this guide is for linux/mac only. For windows users, please download cpp build tools.

   And spacy models. python3 -m spacy download en-core-web-sm==2.0.0

   python3 -m spacy download en-vectors-web-lg==2.1.0

6. cd to src and run the server

   python3 manage.py runserver