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.
Examples
News Headline / Text
Associated Image
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.