Detection of Hate Speech in Multimodal Memes

Facebook Hatebook Memes Challenge

See Project

The folowing experiments are available in the Code Directory-

Unimodal models:

1. ResNet50 / ResNeXt101
2. BERT

Multimodal models:

1. BERT + ResNeXt101 (Concatenation)
2. BERT + ResNeXt101 (Late Fusion)
3. BERT + ResNeXt101 + Image Captioning (Bottom-Up Top-Down Attention)