flanandClaude Sonnet 4.6
b7dc87b05b
- 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>
25 lines
1.6 KiB
Markdown
25 lines
1.6 KiB
Markdown
# Changelog
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All notable changes to this project will be documented in this file.
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [0.1.0] - 2026-03-03
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### Added
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- Initial release of `winnow` — Immich to Frigate training set curator
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- **Face recognition prep**: InsightFace (ArcFace/Buffalo_L) embeddings on face crops for Frigate face recognition training
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- **Object/state classification prep**: SigLIP (Vision Transformer) embeddings with YOLOv9c object detection
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- **Smart diversity selection**: K-Medoids clustering + Farthest Point Sampling (FPS) with hard-example weighting
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- **Adaptive auto-threshold**: Automatically stops selection when adding more images becomes redundant (capped at 80)
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- **Quality filtering**: Automatic rejection of blurry, grayscale/IR, over/underexposed, low-confidence, and too-small images
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- **Face alignment**: Align faces to ArcFace 112×112 format via InsightFace landmarks
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- **Full-resolution downloads**: Downloads originals for final crops (falls back to JPEG preview for HEIC/RAW)
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- **Concurrent downloads**: 8 parallel thumbnail workers for performance
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- **Embedding cache**: Optional disk-based cache for faster re-runs
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- **Multi-person batch mode**: Process multiple people in one session
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- **Interactive CLI**: Rich terminal UI with preview summary table before downloading
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- **GPU support**: Optional CUDA/ROCm/MPS acceleration via `onnxruntime-gpu` extra
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- **Environment variable configuration**: Full control via `.env` or shell environment
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