A PyTorch research model for detecting and localizing AI-edited regions in car-damage photos. It focuses on localized inpainting that adds, removes or exaggerates vehicle damage, and returns a tamper heatmap, an image-level suspicion score and a threshold-based flag. Use it to explore image manipulation detection, diffusion inpainting detection and vehicle-photo integrity with the supplied local inference code. It does not assess damage severity, estimate repair costs or prove fraud. Fully AI-generated scenes are a documented weak case. Author: Sai Charan Obuladinne · Framework: PyTorch · Weights: Safetensors · Declared repository license: Apache-2.0; see the upstream-data caveat below.…