AI Image Background Color Bleeds onto Subject: How to Isolate It
Subject skin and clothes pick up the wall color. Cause is cross-attention bleed and no mask. Fix fast with masked inpaint, BREAK, regional prompting, or a two-stage gen.
#ai-image
Articles tagged with #ai-image
AI Image JPEG Edge Artifacts and Banding: 5 Steps to a Clean Export
Blocky 8x8 edges and gradient banding after an SDXL render or inpaint. Real causes are the fp16 VAE plus a lossy export. Fix with the fp16-fix VAE and PNG.
AI Image Eyes Misaligned: 5 Causes and the Two-Pass Eye Fix
One eye sits higher, the irises point different ways, or one pupil is bigger. Root cause: the eye region has too few latent pixels. Fix it with a face pass plus a dedicated eye-detailer pass.
AI Image Hair Looks Like Wires or Plastic Threads (Fix)
Generated portraits with hair that reads as stiff wire, fishing line, or melted plastic. Why diffusion models default to wire-hair, and the exact prompt, CFG, sampler, and inpaint settings that bring soft fiber texture back.
AI Image Glasses Reflections Don't Match the Scene
Generated portrait with glasses shows a window, sky, or environment in the lenses that isn't in the scene. Why diffusion models hallucinate reflections and the fastest fix, verified June 2026.
AI Image Inpaint Changes Pixels Outside the Mask
You masked one region for inpaint and pixels outside the mask shifted too. Force a paste-back composite (apply_overlay), use a hard mask, and verify with a pixel diff.
AI Image Negative Prompt Ignored: How to Fix It
Listed 'text, watermark, extra fingers' in the negative prompt and got all three anyway? It is usually one of seven causes: not wired up, CFG too low, contradicted by the positive prompt, truncated past 75 tokens, wrong weight syntax, an overtrained checkpoint, or a Flux model that ignores negatives by design.
AI Photo Has No Film Grain: 5 Fixes for a Real Analog Look
Your photo prompt outputs CG-clean, grain-free images. Cause is the model's smooth-render bias. Fix with a named film stock, weighted grain, and grain-safe upscaling or post.
AI Image Attribute Bleeding: When the Red Hat Turns the Car Red Too
A color or material from one subject leaks onto another. Cause is cross-attention bleed across CLIP tokens. Fix with weighting, BREAK, regional prompts, ControlNet, or natural-language phrasing on Flux.
AI Image Reference Image Ignored: Fix img2img & Style Transfer
Uploaded a reference for img2img, IP-Adapter, Flux Redux, or ControlNet and the output barely resembles it? Diagnose by strength sweep, confirm the reference reached the model, then crank the right knob.
AI Image Seed Not Reproducible Across Runs
Same seed and prompt, different image? Seed is only one of ~10 variables. Pin model version, sampler, scheduler, steps, CFG, and post-processing — not just the seed.
AI Image Shadows Going the Wrong Way: 5 Causes and the Fix
Shadows oppose your stated light source or two lights fight each other. The model is averaging lighting cues. Fix it with explicit direction, a reference image, and IC-Light relighting.
AI Image Skin Too Smooth and Plastic: Fix the Texture
Skin looks airbrushed, plastic, or CGI. Lower face-restore strength (visibility, not weight), prompt for pores and grain, and use a realism LoRA. Tool-by-tool fixes for SD, Flux, and Midjourney.
AI Image Text Comes Out Garbled or Wrong Language: 5 Fixes
Your sign reads OPEM instead of OPEN, or Chinese turns into fake glyphs. Switch to a text-capable model (GPT Image 2, Nano Banana Pro, Ideogram 4, FLUX.2), keep text short and quoted, or add text in post.
AI Image Batch Style Drift: Lock Style Across a Batch
Generate 20 campaign images and they look like 20 different photographers shot them? Here is the June-2026 workflow to lock style across a batch: sref, Omni Reference, Flux Redux, LoRA, and palette enforcement.
Fix AI Image Hands With Extra Fingers
Six fingers, fused thumbs, backward knuckles. The working fix path: hide hands when you can, raise pixel budget when you cannot, then run a hand-specific inpaint pass. Updated for June 2026 tools.
Fix AI Product Shape Distortion in Hero Shots
AI hero shots warp the bottle, bend the box, melt the logo. The working fix: lock the silhouette with ControlNet from a real product photo, or composite the real product onto the AI background.
AI Image Symmetric Pose Broken: Mirror-Fix Workflow
Symmetric poses come out lopsided — one shoulder higher, one eye off-center, hands at different heights. The fix: ControlNet OpenPose, inpaint the broken half, or mirror-composite for pixel-perfect symmetry.
AI Image Text Comes Out Garbled: The 2026 Fix
AI poster headlines render as letter soup. Fastest fix as of June 2026: switch to a typography-grade model (Ideogram 3.0, GPT Image 2, Nano Banana 2), quote your exact words, then composite real type only if needed.