Better AI Video: Use Crafted Reference Images Plus Prompts to Fix Weak Aesthetics
umesh_ai · x · 2026-09-19
Most text-to-video outputs from current models lack strong style and aesthetic quality. The author's fix: create a well-crafted image first, then use it as a reference alongside the prompt to guide the video model — dramatically improving the results. Full prompt included.
Related event: Polished Reference Images Fix Text-to-Video's Style Problem(3 posts)→
More from Multimodal
- Seedance Draft on Plot Party: cheaper AI video prototyping before final renders — umesh_ai · 2026-11-04
- Sampler face-off at 8-16 steps on flow models: grids and LPIPS data — YakovSava · 2026-11-04
- INT8 isn't the problem: I benchmarked samplers on INT8 flow models — YakovSava · 2026-11-04
- Seedance 2.5 AI video of a wild Malfoy is turning heads — nikola_mr64990 · 2026-11-04
- Free course covers the 4 hard problems of production generative media agents — Al_Grigor · 2026-11-04
- PixelBench: testing multimodal models pixel-by-pixel instead of with QA — bdsqlsz · 2026-11-04