/Deep-Representation-of-Visual-Descriptions

Deep representation of visual and textual descriptions using Self-Attention GAN

Primary LanguagePython

Deep-Representation-of-Visual-Descriptions

HitCount GitHub last commit
The project is ongoing, so changes will be frequent!!

Why? start with why

Documentation wiki

Dependencies

  1. Python
  2. Pytorch
  3. torchfile
  4. nltk- ('punkt')
  5. pandas
  6. scikit-learn
  7. python-dateutil
  8. easydict

Data Download

Repo :

Models :

Trained models:

Eval models

Current Outputs

Text : flat screen television on top of an old tv console

Text : a large red and white boat floating on top of a lake

TEXT :this bird is red and white in color with a stubby beak and red eye rings

Text : this bird is yellow with black on its head and has a very short beak

Caption Generation with Attention:

Contributors

Team Members Github LinkedIN
Ashutosh Mishra LEAD ASH1998 Ashutosh's LinkedIN
V. Praveen praveenvoona Praveen's LinkedIN
Deepak Kumar Behera Github LinkedIN
Madan Mohan Mohapatra Github LinkedIN

Contributing :

contributions welcome

Website :

https://ash1998.github.io/Deep-Representation-of-Visual-Descriptions/