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HSAP/docs/PHASE_ROLLOUT_DMS.md
Chengfang Lu e72bc061c5 feat: HSAP platform v2 — modular navigation, quality review, audit log, world model simulation
Major changes:
- New frontend (platform/web/): Vite + React 18 + TypeScript + Tailwind
- 4-module navigation: 数据送标 / 模型管理 / 车队管理 / 系统管理
- Data catalog with charts (DMS/ADAS/Lane 3-tab view)
- Quality review workflow (标注质检): Good/Fine/Bad scoring with auto-advance
- Audit enhancements: batch operations, rejection categories, Feishu notifications
- Operation audit log (操作日志)
- World model simulation studio (仿真工坊)
- Dataset version management with snapshots and diff
- ADAS 7-class dataset integration (138K images organized + compressed)
- User management with Feishu integration and pagination
- CRUD/search/filter on all pages, card layout redesign
- PIL-optimized image overlay rendering
- Auto-snapshot on build, in_review workflow stage
- Removed embedded algorithm code (now in workspace)
2026-06-03 11:40:21 +08:00

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# DMS 标注分期验收addw pilot
## P0dam / ddaw检测
- [ ] 批次台账入湖 → inbox 有 `images/train`
- [ ] 送标工作台「待送标」可见批次
- [ ] 进入标注左侧工具箱face 等)+ 保存
- [ ] 提交后 `batch.meta` stage = `labeling_submitted`「待入库」Tab 可见
- [ ] 导出 Job 成功后 stage = `returned`
- [ ] 提交入库审核 → build 通过
## P1addw / addw_face当前 pilot
Pilot`inbox/addw/20260525_pilot`12 张)
- [x] `dms_detect.xml` 四类标签
- [x] `dms_pose.xml`face 框 + 37 关键点(`kp_00``kp_36`
- [x] `export_ls_to_yolo.py`LS JSON → YOLO detect / YOLO pose
- [ ] 标注保存至 `labels/ls_annotations/*.json`
- [ ] 提交 / 导出 / 待入库全链路(见 P0 检查项)
- [ ] addw_face 导出 txt 每行 116 字段,通过 `validate_pose_label`
```bash
python3 datasets/dms/scripts/test_export_ls_to_yolo.py
```
## P2forward / lane
- [ ] `forward__detect` / `forward__classify` registry 模板
- [ ] lane `lane_culane.xml` 画布 smoke
## 自动化
```bash
bash scripts/smoke_labeling_api.sh
bash scripts/smoke_pending_gate.sh
python3 scripts/lake_checklist_audit.py
```