feat: 合并 Docker Compose、标注表格优化与部署文档

将 platform + CVAT 合并为单文件 docker-compose.yml，完善 .env 与 init/dev_up 脚本；
新增 docs/DEPLOY.md 与更新 README 以支持新机器部署；含数据湖示例、车队地图、
紧凑表格 UI、ADAS det_7cls 路径与批次台账等近期改动。

Co-authored-by: Cursor <cursoragent@cursor.com>

lake/lake_example/datasets/dms/inbox/README.md

@@ -0,0 +1,14 @@
+# DMS inbox 示例（project=dms）
+
+| 子目录 | 任务 task | 子模式 mode | 示例批次 |
+|--------|-----------|-------------|----------|
+| addw/ | addw | — | 20260616_addw_pilot |
+| ddaw/ | ddaw | — | 20260616_ddaw_pilot |
+| addw_face/ | addw_face | — | 20260616_face_pilot |
+| dam/batch_0516/ | dam | batch_0516 | 20260616_dam_wave |
+| forward/detect/ | forward | detect | 20260616_fwd_det |
+| forward/classify/ | forward | classify | 20260616_fwd_cls |
+
+ADAS 七类 2D/3D 见 `datasets/adas/inbox/`（不在 dms 下）。
+
+复制目标：`HSAP/datasets/dms/inbox/`

lake/lake_example/datasets/dms/inbox/addw/20260616_addw_pilot/.hsap-batch.yaml

@@ -0,0 +1,5 @@
+line: DMS ADDW
+project: dms
+task: addw
+batch: 20260616_addw_pilot
+inbox_path: datasets/dms/inbox/addw/20260616_addw_pilot

lake/lake_example/datasets/dms/inbox/addw/20260616_addw_pilot/BATCH_README.txt

@@ -0,0 +1,5 @@
+类型: DMS · ADDW 分心检测 (2D)
+项目: dms | 任务: addw | 子模式: (空)
+新进: 仅 images/train/*.jpg，无 labels/
+复制到: datasets/dms/inbox/addw/20260616_addw_pilot/
+台账: 项目=dms 任务=addw 批次名=20260616_addw_pilot

lake/lake_example/datasets/dms/inbox/addw/20260616_addw_pilot/batch.meta.yaml.example

@@ -0,0 +1,8 @@
+schema: huaxu-batch-v1
+project: dms
+task: addw
+batch: 20260616_addw_pilot
+stage: raw_pool
+location: inbox
+format: yolo
+# 登记后由平台写入 counts 等字段；此为手工落盘参考模板

lake/lake_example/datasets/dms/inbox/addw_face/20260616_face_pilot/.hsap-batch.yaml

@@ -0,0 +1,5 @@
+line: DMS ADDW Face
+project: dms
+task: addw_face
+batch: 20260616_face_pilot
+inbox_path: datasets/dms/inbox/addw_face/20260616_face_pilot

lake/lake_example/datasets/dms/inbox/addw_face/20260616_face_pilot/BATCH_README.txt

@@ -0,0 +1,4 @@
+类型: DMS · ADDW 人脸关键点 (pose)
+项目: dms | 任务: addw_face
+导出: YOLO pose 37 关键点
+复制到: datasets/dms/inbox/addw_face/20260616_face_pilot/

lake/lake_example/datasets/dms/inbox/dam/batch_0516/20260616_dam_wave/.hsap-batch.yaml

@@ -0,0 +1,6 @@
+line: DMS DAM
+project: dms
+task: dam
+mode: batch_0516
+batch: 20260616_dam_wave
+inbox_path: datasets/dms/inbox/dam/batch_0516/20260616_dam_wave

lake/lake_example/datasets/dms/inbox/dam/batch_0516/20260616_dam_wave/BATCH_README.txt

@@ -0,0 +1,4 @@
+类型: DMS · DAM 驾驶员监控 (2D)
+项目: dms | 任务: dam | 子模式: batch_0516 (必填)
+注意: inbox 路径含 dam/batch_0516/ 两层
+复制到: datasets/dms/inbox/dam/batch_0516/20260616_dam_wave/

lake/lake_example/datasets/dms/inbox/ddaw/20260616_ddaw_pilot/.hsap-batch.yaml

@@ -0,0 +1,5 @@
+line: DMS DDAW
+project: dms
+task: ddaw
+batch: 20260616_ddaw_pilot
+inbox_path: datasets/dms/inbox/ddaw/20260616_ddaw_pilot

lake/lake_example/datasets/dms/inbox/ddaw/20260616_ddaw_pilot/BATCH_README.txt

@@ -0,0 +1,3 @@
+类型: DMS · DDAW 疲劳检测 (2D)
+项目: dms | 任务: ddaw
+复制到: datasets/dms/inbox/ddaw/20260616_ddaw_pilot/

lake/lake_example/datasets/dms/inbox/forward/classify/20260616_fwd_cls/.hsap-batch.yaml

@@ -0,0 +1,6 @@
+line: ADAS Forward Classify
+project: dms
+task: forward
+mode: classify
+batch: 20260616_fwd_cls
+inbox_path: datasets/dms/inbox/forward/classify/20260616_fwd_cls

lake/lake_example/datasets/dms/inbox/forward/classify/20260616_fwd_cls/BATCH_README.txt

@@ -0,0 +1,3 @@
+类型: ADAS · 前向交通标志 细分类
+项目: dms | 任务: forward | 子模式: classify
+复制到: datasets/dms/inbox/forward/classify/20260616_fwd_cls/

lake/lake_example/datasets/dms/inbox/forward/detect/20260616_fwd_det/.hsap-batch.yaml

@@ -0,0 +1,6 @@
+line: ADAS Forward Detect
+project: dms
+task: forward
+mode: detect
+batch: 20260616_fwd_det
+inbox_path: datasets/dms/inbox/forward/detect/20260616_fwd_det

lake/lake_example/datasets/dms/inbox/forward/detect/20260616_fwd_det/BATCH_README.txt

@@ -0,0 +1,3 @@
+类型: ADAS · 前向交通标志 粗检测 (2D)
+项目: dms | 任务: forward | 子模式: detect
+复制到: datasets/dms/inbox/forward/detect/20260616_fwd_det/