Ross ROSS = Recommend OSS · open-source software intelligence for agents

schollz/find3

High-precision indoor positioning framework, version 3. observed · 2026-08-28

github.com/schollz/find3 · homepage · Go · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

23/100

  • Activity 0
  • Release rhythm 8
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 3121
  • days_rel: n/a
  • days_push: 1343
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

4795 stars · 372 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

FIND3 is a self-hosted framework for high-precision indoor positioning ('indoor GPS') that uses WiFi, Bluetooth, and magnetic field fingerprints from smartphones, laptops, or ESP devices. It includes a data storage server, a machine learning server with multiple classifiers, and companion scanning clients.

Use cases

  • track the location of devices inside a house or office
  • build indoor positioning using wifi and bluetooth fingerprints
  • self-hosted alternative to indoor GPS
  • passively monitor which room a smartphone is in
  • gather sensor fingerprints with an android app or esp32

When to choose

  • you need privacy-respecting, self-hosted indoor location tracking
  • you want flexible data sources like WiFi, Bluetooth, or magnetic fields
  • you want machine-learning-based location classification with an API and MQTT support

When to avoid

  • you need outdoor GPS or large-scale commercial asset tracking
  • you need actively maintained software with recent releases
  • you want a turnkey product rather than a framework of components

Facets

framework · maturity maintenance

machine-learning search-engine http-server websocket cli iot developer-tools go windows self-hosted cross-platform indoor-positioning wifi-fingerprinting bluetooth-tracking indoor-gps location-services mqtt smart-home automation real-time linux macos docker android

1 source

Member repositories

RepositoryRoleHealth v2
schollz/find3main23

For agents

markdown · JSON · MCP: product_card(name="schollz/find3")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem