diffusionlight.github.io domain details, DiffusionLight: Light Probes for Free by Painting a Chrome Ball
Description: We present a simple yet effective technique to estimate lighting in a single input image. Our research uncovers a surprising relationship between the appearance of chrome balls and the initial diffusion noise map, which we utilize to consistently generate high-quality chrome balls. We further fine-tune an LDR diffusion model (Stable Diffusion XL) with LoRA, enabling it to perform exposure bracketing for HDR light estimation. Our method produces convincing light estimates across diverse settings and demonstr
light estimation diffusion model relighting chrome ball inpainting stable diffusion
Domain rank: 50000000
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