Face Hunt

Smart, Consent‑First Discoverability

TL;DR

Face Hunt is a privacy‑first people search for your media. Opt‑in discoverability helps users instantly surface photos of specific people across events, memory boards, and murals.

1) What is Face Hunt?

A selective, consent‑driven face search that lets users filter content by participants. Great for events, shared boards, and public creators who choose discoverability.

Why it matters: Finding yourself (or friends) across thousands of photos is painful. Face Hunt makes it instant—without compromising consent.

2) Value Proposition

  • Consent by design: Opt‑in controls at user and board levels.

  • Fast recall: Filter feeds by people; “photos of me.”

  • Event superpower: Attendees instantly find all photos they appear in.

  • Creator mode: Public figures can enable large‑scale discoverability.

3) Core Features (v1 & v1.1)

  • Opt‑in enrolment & visibility controls.

  • People filters in feeds and boards.

  • Per‑mural/board toggles and safe defaults.

  • Local processing preference where feasible; minimal cloud data.

Polish (v1.1)

  • Better disambiguation and liveness checks.

  • Shareable “photos of me” views (within access limits).

4) Use Cases

  • Events: Find yourself and friends post‑concert or wedding.

  • Memory Boards: Sort trip photos by who’s in them.

  • Public Murals: Opt‑in creator discoverability.

5) Roadmap (Illustrative)

  • Q1: Opt‑in flow; per‑space toggles; people filters.

  • Q2: Liveness & impersonation defenses; improved matching.

  • Q3: Creator verification; controlled public discoverability.

6) Metrics

  • Opt‑in rate; searches per user; success taps after filter.

  • False positive/negative rate (internal); report/appeal rate.

7) Risks & Mitigations

  • Privacy sensitivity: Explicit consent, clear UI, per‑space control, easy opt‑out.

  • Misidentification: Conservative thresholds; user confirmations; reporting.

  • Abuse: Rate limits, verification for public discoverability.

8) Integrations

  • Events: On‑site discovery and recap.

  • Memory Boards: Fast person filters.

  • Murals: Personalised feed slices (“find me in this mural”).

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