mirror of
https://github.com/open-mmlab/mmsegmentation.git
synced 2025-06-03 22:03:48 +08:00
51 lines
1.8 KiB
Markdown
51 lines
1.8 KiB
Markdown
|
# BDD100K Dataset
|
||
|
|
|
||
|
|
Support **`BDD100K Dataset`**
|
||
|
|
|
||
|
|
## Description
|
||
|
|
|
||
|
|
Author: CastleDream
|
||
|
|
|
||
|
|
This project implements **`BDD100K Dataset`**
|
||
|
|
|
||
|
|
### Dataset preparing
|
||
|
|
|
||
|
|
Preparing `BDD100K Dataset` dataset following [BDD100K Dataset Preparing Guide](https://github.com/open-mmlab/mmsegmentation/tree/main/projects/mapillary_dataset/docs/en/user_guides/2_dataset_prepare.md#bdd100k)
|
||
|
|
|
||
|
|
```none
|
||
|
|
mmsegmentation/data
|
||
|
|
└── bdd100k
|
||
|
|
├── images
|
||
|
|
│ └── 10k
|
||
|
|
│ ├── test [2000 entries exceeds filelimit, not opening dir]
|
||
|
|
│ ├── train [7000 entries exceeds filelimit, not opening dir]
|
||
|
|
│ └── val [1000 entries exceeds filelimit, not opening dir]
|
||
|
|
└── labels
|
||
|
|
└── sem_seg
|
||
|
|
├── colormaps
|
||
|
|
│ ├── train [7000 entries exceeds filelimit, not opening dir]
|
||
|
|
│ └── val [1000 entries exceeds filelimit, not opening dir]
|
||
|
|
├── masks
|
||
|
|
│ ├── train [7000 entries exceeds filelimit, not opening dir]
|
||
|
|
│ └── val [1000 entries exceeds filelimit, not opening dir]
|
||
|
|
├── polygons
|
||
|
|
│ ├── sem_seg_train.json
|
||
|
|
│ └── sem_seg_val.json
|
||
|
|
└── rles
|
||
|
|
├── sem_seg_train.json
|
||
|
|
└── sem_seg_val.json
|
||
|
|
```
|
||
|
|
|
||
|
|
### Training commands
|
||
|
|
|
||
|
|
```bash
|
||
|
|
%cd mmsegmentation
|
||
|
|
!python tools/train.py projects/bdd100k_dataset/configs/pspnet_r50-d8_4xb2-80k_bdd100k-512x1024.py\
|
||
|
|
--work-dir your_work_dir
|
||
|
|
```
|
||
|
|
|
||
|
|
## Thanks
|
||
|
|
|
||
|
|
- [\[Datasets\] Add Mapillary Vistas Datasets to MMSeg Core Package. #2576](https://github.com/open-mmlab/mmsegmentation/pull/2576/files)
|
||
|
|
- [\[Feature\] Support CIHP dataset #1493](https://github.com/open-mmlab/mmsegmentation/pull/1493/files)
|