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Feature Description
Adds monitoring, logging, validation, and visualization tooling for the CLRNet baseline. This feature improves
experiment observability by adding structured training/validation logs, ...
enhancement
User-Entscheidung kein C4 — bereits gedeckt: die Werte-Harmonisierung steht schon in C3. Statt redundantem 4.
Corrigendum nur eine Ergaenzung in C3 — die 4 seit Einreichung publizierten Supplement-Studien ...
A sustained validation push following the project s own rule (docs/validation.md: every scientific feature gets an
invariant, a reference cross-check, or a documented limitation). Three logical commits. ...
Summary
- mix 200장(6종 공구 랜덤 배치) 자동 라벨링 → Roboflow 검수 → top_view_v2 데이터셋 구축 (801장, 70/20/10 split)
- YOLOv11s 재학습 완료 — mAP@0.5 0.973 ✅ (수락 기준 ≥ 0.85)
- ArUco 마커 기반 동적 ROI 설계 확정 (config/toolbox.yaml ...
Summary
- Record prompt v3 monthly_snapshot_v3 Stage 1 teacher LR sweep results.
- Record prompt v3 Stage 2 full-KD LR follow-up results and the best student run.
- Add the v3 Stage 1 and Stage ...
Problem
Railpack cannot detect the project language because the repo only contains alert.py, which does not match any of
Railpack s Python provider trigger files (requirements.txt, pyproject.toml, Pipfile, ...
See Commits and Changes for more details.
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⤵️ pull
Duplicate of upstream PR #137 for end-to-end V17 review testing. Not for merge.
- Change MemberController to call showUserMenu() after login
- Fix console menu indentation in MemberView