User says image models ignore reference photos unless outfits are spelled out
Ok-Star-6755 · reddit · 2026-07-23
A Reddit user says image generation no longer seems to respect the reference photos they provide. They describe making small story scenes and finding that the model ignores outfit references unless they spell the clothing out explicitly.
The post is a concrete complaint about multimodal generation workflow: reference images appear to carry less weight than expected, so users may need to over-specify visual details in text to get consistent results.
More from Multimodal
- One prompt, full Blender animation: dev says he never touched Blender once — iamfakhrealam · 2026-10-26
- Dense instance segmentation via Muse Wonder + SAM 3.1 on Meta's Model API — nikhilaravi · 2026-10-26
- LichtFeld Studio v0.5.4.3 ships community-built SteadySplats, POPSpa and Voxelization — janusch_patas · 2026-10-26
- One prompt to a 2-3 min narrated short: hands-on test of Antigravity video generation — AI_Andrew · 2026-10-26
- Creator makes 10,564-frame animated short entirely with Gemini toolchain — AI_Andrew · 2026-10-26
- FLUX.3 Klein step-distilled to 4-8 steps with CFG baked in — Fit-Structure-6489 · 2026-10-26