AI Image Reference Image Mostly Ignored
You uploaded a reference for img2img or style transfer and the output barely resembles it — strength, mode, and model architecture all matter. Diagnose by sweeping strength.
#controlnet
Articles tagged with #controlnet
AI Image Product Shape Distorted in Hero Shots
AI hero shots warp the bottle, bend the box, melt the logo edge. Here is the working fix: ControlNet from a real product photo, mask the silhouette, composite real product.
AI Image Symmetric Pose Broken: Mirror-Fix Workflow
Symmetric poses come out asymmetric — one shoulder higher, one eye drifted, hands at different heights. Here is the mirror-fix workflow: ControlNet pose, mask the broken half, mirror-composite.