Nicheloom visits: 58,345 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 →

fah-metal

FAH hand pose on Apple silicon in plain Metal: 115-234 fps on M5, with MANO mesh and hand-object contact

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.

GITHUB · launched Nov 7, 2026 · 41 upvotes (top 70%) · 0 views

Niche: computer vision software and models · 225 launches, 11 in the last 7 days ▼ -45% · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

No A hand-pose model running at over 100 fps in plain Metal requires ML research familiarity, custom GPU kernels, and performance engineering. Vibe coding alone won't reliably produce a fast, correct implementation.

What it would actually take: It needs a trained hand-pose network converted to Metal compute shaders, a MANO hand model integration, and a hand-object contact module. Performance tuning for Apple GPUs, such as memory layout and kernel fusion, requires specialist ML systems and graphics expertise, plus access to the model weights and MANO licensing.

Competitors

Other products that read as similar to this one : 949 launches clear the similarity bar, closest 8 shown.

Attention rank: #690 of 950 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 374 days after the earliest competitor.

  • MacDuo · github · 2026-09-12 · 30 upvotes · similarity 0.50
  • ppcosxkvm · github · 2026-09-27 · 49 upvotes · similarity 0.48
  • MetalNX · github · 2026-10-27 · 76 upvotes · similarity 0.48
  • tinyhand · github · 2026-10-29 · 130 upvotes · similarity 0.48
  • iris-3b-metal · github · 2026-10-09 · 45 upvotes · similarity 0.47
  • glassy-liquid · github · 2026-10-17 · 16 upvotes · similarity 0.46
  • lithos-metal · github · 2026-10-05 · 129 upvotes · similarity 0.46
  • foldelight · github · 2026-09-11 · 22 upvotes · similarity 0.45

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.