This is an official demo of PerceptCLIP from the paper: Don’t Judge Before You CLIP: A Unified Approach for Perceptual Tasks. For each specific task, we fine-tune CLIP with LoRA and an MLP head. Our models achieve state-of-the-art performance.
This demo shows results from three models, each corresponding to a different task - visual emotion analysis, memorability prediction, and image quality assessment.