DHIC

Dense Hindi Image Captioning

Packages :

1. indic-nlp-library :

pip install indic-nlp-library	
git clone https://github.com/anoopkunchukuttan/indic_nlp_resources.git
git clone https://github.com/anoopkunchukuttan/indic_nlp_library.git

2. transformers :

pip install transformers

Training Data :

1. Manually annotated dense captions
2. Translated captions (English to Hindi)

Preprocessing :

1. Manually annotated captions: 1.

References :

• ViT - https://towardsdatascience.com/implementing-visualttransformer-in-pytorch-184f9f16f632
• Indic - https://www.analyticsvidhya.com/blog/2020/01/3-important-nlp-libraries-indian-languages-python/
• Indic - https://nbviewer.jupyter.org/url/anoopkunchukuttan.github.io/indic_nlp_library/doc/indic_nlp_examples.ipynb
• Gitmoji - https://gist.github.com/parmentf/035de27d6ed1dce0b36a