Generation of Clinical Skin Images
ControlNet pipeline trained on custom skin-tone datasets for synthetic clinical skin image generation.
Duration
2023 - 2024
Client
Personal / Research
Tech stack
Computer VisionGenerative AIControlNet
- Built an ML pipeline using ControlNet trained on custom skin-tone datasets.
- Automated mask creation, skin tone extraction, and prompt generation for over 12,000 images.
- Achieved Avg PSNR 27.19, Avg SSIM 0.67, and FID 69.38.