BDD100K Dataset

Support BDD100K Dataset

Description

Author: CastleDream

This project implements BDD100K Dataset

Dataset preparing

Preparing BDD100K Dataset dataset following BDD100K Dataset Preparing Guide

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

%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
• [Feature] Support CIHP dataset #1493