66 lines
2.2 KiB
Markdown
66 lines
2.2 KiB
Markdown
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# HSAP 数据目录 · 任务划分
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## 域(domain)
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| domain | 含义 | 平台任务 ID |
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|--------|------|-------------|
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| **dms** | 舱内驾驶员监控(人脸/疲劳/分心/DAM) | `ddaw`, `addw`, `addw_face`, `dam`(含 0516/0417 两批次) |
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| **forward** | 前向 ADAS · 交通标志 | `forward`(含检测 + 细分类两种子模式) |
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数据目录页任务下拉按域分组显示;**forward** 选中后需再选 **子模式**:`detect`(粗检测 4 类)或 `classify`(细分类 ~92 类)。
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## DAM 任务 `dam`(合并原 dam / dam_0417)
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同一套 **15 类** 驾驶员监控检测(face、眼嘴、眼镜/烟/手机、driver 等),仅采集批次不同:
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| 子模式 | 原目录 | 说明 |
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|--------|--------|------|
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| **batch_0516** | `dam/`(dam_0516) | 约 5k 图 |
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| **batch_0417** | `dam_0417/` | 约 2.5k 图 |
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训练 yaml:`dam__batch_0516.yaml`、`dam__batch_0417.yaml`。别名:`dam_0417` → `dam` + `batch_0417`。
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```bash
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python datasets/dms/scripts/migrate_dam_layout.py \
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--pack-dir /path/to/packs/dms_v1 --dms-root /path/to/datasets/dms
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```
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## 前向任务 `forward`(合并原 isa / isa_class)
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| 子模式 | 原任务 ID | 目录(包内) | 说明 |
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|--------|-----------|--------------|------|
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| **detect** | `isa` | `forward/detect/` | YOLO 检测:indicative / prohibitory / warning / vehicle |
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| **classify** | `isa_class` | `forward/classify/` | 文件夹分类,具体牌型 |
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训练 yaml:`manifests/yaml_active/forward__detect.yaml`、`forward__classify.yaml`
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训练命令示例:
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```bash
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SUBMODE=detect ./scripts/train.sh forward full
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SUBMODE=classify ./scripts/train.sh forward full
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```
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入库 inbox:
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- `datasets/dms/inbox/forward/detect/<batch>`
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- `datasets/dms/inbox/forward/classify/<batch>`
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## 迁移旧目录
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若数据仍在 `packs/dms_v1/isa` 与 `isa_class`:
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```bash
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python datasets/dms/scripts/migrate_forward_layout.py \
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--pack-dir /path/to/packs/dms_v1 \
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--dms-root /path/to/datasets/dms
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```
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默认创建符号链接,不搬动原数据。完成后执行 `refresh_yaml.py` 并在平台 **数据目录** 点刷新。
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## 兼容别名
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脚本与 API 仍接受旧 ID,会自动映射:
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- `isa` → `forward` + `detect`
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- `isa_class` → `forward` + `classify`
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