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jedarden 4af8046acd feat(learning): implement detection feedback loop and accuracy tracking
- Add feedback_store.go with SQLite storage for detection feedback and accuracy metrics
- Add feedback_processor.go for background processing of user feedback
- Add accuracy.go for weekly precision/recall/F1 metric computation
- Add handler.go with REST API routes for feedback submission and accuracy retrieval
- Wire learning package into main_phase6.go with background processing
- Add dashboard/js/feedback.js with thumbs-up/down UI components
- Add dashboard/js/accuracy.js with accuracy panel rendering and sparkline trends
- Add comprehensive tests for feedback storage and accuracy computation

Feedback UI provides:
- Thumbs-up/down buttons for detection events
- Feedback form with false positive/negative options
- Missed detection reporting with position/zone selection
- Motivational counter showing improvement from user corrections

Accuracy panel shows:
- Circular gauge with F1 score
- Week-over-week trend sparkline
- Per-zone breakdown of precision/recall
- Total corrections count and improvement percentage

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-29 14:50:36 -04:00
.marathon init: spaxel project — docs, plan, and marathon infrastructure 2026-03-26 06:43:25 -04:00
dashboard feat(learning): implement detection feedback loop and accuracy tracking 2026-03-29 14:50:36 -04:00
docs init: spaxel project — docs, plan, and marathon infrastructure 2026-03-26 06:43:25 -04:00
firmware feat(firmware): OTA SHA-256 verification and captive portal URL decoding 2026-03-28 19:56:11 -04:00
mothership feat(learning): implement detection feedback loop and accuracy tracking 2026-03-29 14:50:36 -04:00
.dockerignore feat(deploy): Docker packaging with multi-stage build and compose orchestration 2026-03-26 07:46:15 -04:00
.gitignore feat(deploy): Docker packaging with multi-stage build and compose orchestration 2026-03-26 07:46:15 -04:00
docker-compose.yml feat(deploy): Docker packaging with multi-stage build and compose orchestration 2026-03-26 07:46:15 -04:00
Dockerfile feat(deploy): Docker packaging with multi-stage build and compose orchestration 2026-03-26 07:46:15 -04:00
PROGRESS.md feat(mothership): signal processing package with phase/baseline/motion detection 2026-03-26 08:08:46 -04:00
VERSION feat(deploy): Docker packaging with multi-stage build and compose orchestration 2026-03-26 07:46:15 -04:00