📰 Fake News Detector (RoBERTa + ViT)

This multimodal AI system analyzes both text and images to detect potentially fake news content. Upload an image and enter a news headline to see if the combination is likely to be real or fake news.

This system combines:

• RoBERTa: Analyzes the textual content
• ViT: Processes the image data
• Multimodal Fusion: Combines both signals to make a prediction

The model was trained on the Fakeddit dataset containing real and fake news pairs with both text and images.