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language-guided-lut

Turn text color directions into reusable 3D LUTs for original-resolution photos.

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GITHUB · launched Nov 6, 2026 · 49 upvotes (top 65%) · 0 views

Niche: color grading and picker software · 30 launches, 1 in the last 7 days · Explore this niche →

Category and tags

  • Media & entertainment
  • Content generation
  • Prosumer
  • AI-native
  • Hobby / open-source project

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Could you build this?

Partial The UI for entering a text prompt and exporting a LUT file is buildable. The core capability, mapping a text color direction to a 3D LUT that works on high-resolution photos, requires a trained model that vibe coding does not provide.

What it would actually take: The pipeline would use a vision-language model such as CLIP or a text-conditioned color-grading network to produce 33³ or 65³ LUT grids, with efficient application to full-resolution images. Training or fine-tuning data pairing color text with grading would require ML researchers, plus GPU compute for training and evaluation.

Competitors

Other products that read as similar to this one : 1693 launches clear the similarity bar, closest 8 shown.

Attention rank: #1092 of 1694 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 371 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.