Facebook Hateful Meme Detection

• Tech Stack: : Tensorflow, Keras, Pytorch, Numpy, Pandas, Hugging Face, Transformers, NLTK, BERT
• Github URL: Project Link

Created a cutting-edge multimodal system on Meta dataset to identify hateful memes on social media, incorporating text and image analysis.

Implemented advanced techniquessuch as Mask R-CNN, OpenAI's CLIP, and fine-tuning of ResNetV2, InceptionV3, and YOLOv8 models.

Achieved substantial performance gains, with the best model reaching an impressive ROC AUC score of 0.68.