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docs: add wiki, .env.example, and fix stale if-curator references

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- Add docs/setup.md, docs/troubleshooting.md, docs/faq.md as user-facing wiki
- Add .env.example with all env vars and inline comments
- Fix compose.override.yml: rename service if-curator → winnow, update volume paths
- Fix CHANGELOG.md: rename if-curator → winnow in release notes
- Link docs from README

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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flan
2026-06-12 01:26:24 +00:00
co-authored by Claude Sonnet 4.6
parent eea7baa19f
commit b7dc87b05b
7 changed files with 280 additions and 5 deletions
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CHANGELOG.md
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@@ -8,7 +8,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
## [0.1.0] - 2026-03-03
### Added
- Initial release of `if-curator` — Immich to Frigate training set curator
- Initial release of `winnow` — Immich to Frigate training set curator
- **Face recognition prep**: InsightFace (ArcFace/Buffalo_L) embeddings on face crops for Frigate face recognition training
- **Object/state classification prep**: SigLIP (Vision Transformer) embeddings with YOLOv9c object detection
- **Smart diversity selection**: K-Medoids clustering + Farthest Point Sampling (FPS) with hard-example weighting