SoftGroup

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History

botastic 04358926d0 added ymir datasest preparation		2022-07-17 21:42:01 +02:00
..
s3dis	format with pre-commit	2022-04-08 12:35:12 +00:00
scannetv2	format with pre-commit	2022-04-08 12:35:12 +00:00
stpls3d	update dataset	2022-04-30 13:12:37 +00:00
ymir	added ymir datasest preparation	2022-07-17 21:42:01 +02:00
README.md	Create README.md	2022-03-04 20:04:10 +09:00

README.md

S3DIS dataset

1) Download the S3DIS dataset

2) Put the Stanford3dDataset_v1.2.zip to SoftGroup/dataset/s3dis/ folder and unzip

3) Preprocess data

cd SoftGroup/dataset/s3dis
bash prepare_data.sh

After running the script the folder structure should look like below

SoftGroup
├── dataset
│   ├── s3dis
│   │   ├── Stanford3dDataset_v1.2
│   │   ├── preprocess
│   │   ├── preprocess_sample
│   │   ├── val_gt

ScanNet v2 dataset

1) Download the ScanNet v2 dataset.

2) Put the downloaded scans and scans_test folder as follows.

SoftGroup
├── dataset
│   ├── scannetv2
│   │   ├── scans
│   │   ├── scans_test

3) Split and preprocess data

cd SoftGroup/dataset/scannetv2
bash prepare_data.sh

The script data into train/val/test folder and preprocess the data. After running the script the scannet dataset structure should look like below.

SoftGroup
├── dataset
│   ├── scannetv2
│   │   ├── scans
│   │   ├── scans_test
│   │   ├── train
│   │   ├── val
│   │   ├── test
│   │   ├── val_gt