Nicheloom visits: 58,189 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

LithoCanvas

Identify rocks, gemstones and art from one photo

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

LithoCanvas is an Android app for people who collect minerals and art. Photograph a rock, gemstone, crystal or painting and it suggests what it is, with typical properties such as hardness, crystal system and luster, or style, medium and era for art. Each find goes into a private collection with your photos, notes and a voice note. No ads, data stored in the EU, 5 identifications included.

PH · launched Nov 8, 2026 · 1 upvote (top 65%) · 0 views

Niche: visual scanning and appraisal apps · 63 launches, 11 in the last 7 days ▲ +22% · Explore this niche →

Category and tags

  • Horizontal
  • Search & retrieval
  • B2C
  • AI-native
  • Commercial product
  • Android
  • Art
  • Photography

Visit website ↗ Source listing ↗

Could you build this?

Partial The collection app is easy, but accurate identification of minerals and art from photos needs a trained vision model on labeled data. Generic vision LLMs give rough guesses, not reliable hardness or crystal-system answers.

What it would actually take: Architecture: an Android app with on-device or cloud image classification and a collection database. The hard part is a labeled dataset of minerals and artworks, and validation of property predictions. Accuracy needs mineralogy or art-history expertise and a fine-tuned model, not just prompting.

Competitors

Other products that read as similar to this one : 103 launches clear the similarity bar, closest 8 shown.

Attention rank: #41 of 104 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 92 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.