|
| 1 | +# Design |
| 2 | +## Software architecture |
| 3 | +### Data Pipeline |
| 4 | + |
| 5 | +TBD |
| 6 | + |
| 7 | +### Architecture |
| 8 | + |
| 9 | +The architecture of Autoware-ML is based on [mmdetection3d v1.4](https://github.com/open-mmlab/mmdetection3d/tree/v1.4.0). |
| 10 | + |
| 11 | +- /docs |
| 12 | + |
| 13 | +Documents for Autoware-ML. |
| 14 | + |
| 15 | +- /configs |
| 16 | + |
| 17 | +Base configs for datase and train parameters. |
| 18 | + |
| 19 | +- /tools |
| 20 | + |
| 21 | +Tools script like dataset converter. |
| 22 | + |
| 23 | +- /autoware_ml |
| 24 | + |
| 25 | +The core library. |
| 26 | + |
| 27 | +- /projects |
| 28 | + |
| 29 | +The projects directory. |
| 30 | +This directory has each model projects. |
| 31 | + |
| 32 | +## Contribute |
| 33 | +### Add a new model |
| 34 | + |
| 35 | +If you want to add a new model, you should add codes to `/projects/{model_name}`. |
| 36 | +If you want to add a project to improve model performance like some training and data pipeline for pseudo label, you should also add codes to `/projects/{model_name}`. |
| 37 | + |
| 38 | +For PR review list with code owner for Autoware-ML |
| 39 | +- [ ] Add `/projects/{model_name}/README.md` |
| 40 | +- [ ] Performing test for new model |
| 41 | +- [ ] Update [release note](/docs/release_note.md) |
| 42 | + |
| 43 | +### Add/Fix functions to use for many projects |
| 44 | + |
| 45 | +If you want to add/fix functions to use for many projects, you should commit to `autoware_ml/*`. |
| 46 | + |
| 47 | +For PR review list with code owner for Autoware-ML |
| 48 | +- [ ] Performing test for function |
| 49 | +- [ ] Check/Add/Update/ unit test |
| 50 | + |
| 51 | +### Add/Fix tools |
| 52 | + |
| 53 | +If you want to add/fix tools to use for many projects, you should commit to `tools/*`. |
| 54 | + |
| 55 | +For PR review list with code owner for Autoware-ML |
| 56 | +- [ ] Performing test for function |
| 57 | +- [ ] Check/Add/Update/ unit test |
| 58 | + |
| 59 | +### Fix code in a project. |
| 60 | + |
| 61 | +You can fix code in a project more casually than fixing codes with `autoware_ml`. |
| 62 | + |
| 63 | +For PR review list with code owner for the project |
| 64 | +- [ ] Performing test with the model |
| 65 | +- [ ] Update [release note](/docs/release_note.md) |
| 66 | + |
| 67 | +### Add/Fix config file in a project |
| 68 | + |
| 69 | +If you want to add/fix config file in a project, you should add/fix `projects/{model_name}/configs/{dataset_name}/*.py`. |
| 70 | + |
| 71 | +For PR review list with code owner for the project |
| 72 | +- [ ] Performing test with the model |
| 73 | +- [ ] Update `projects/{model_name}/README.md` adding evaluation result for new config. |
| 74 | +- [ ] Delete unused config file |
| 75 | +- [ ] Update [release note](/docs/release_note.md) |
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