README.md

Convert Suite Export to Other Dataset Formats

Pre-requisite

• Python 3.6+
• Install python dependencies

$ pip install -r requirements.txt

Dataset format / annotation type supports

Datasets

• COCO, YOLO
• (WIP: Pascal VOC)

Annotation types

• Bounding box, Polygon segmentation
  • Please note that RLE segmentation output is compressed RLE string. It's also supported through cocoapi
  • COCO stuff segmentation task uses compressed RLE string.
• (WIP: Keypoints, categorization)

Convert Export Results

• Please download and extract exported zip file. You can use sample export zip file from Export Guide page.
• User manual for export: https://docs.superb-ai.com/docs/export-and-download-labels

$ python convert.py --export-path {EXPORT_PATH} --output-path {OUTPUT_PATH} --dataset-type COCO
$ python convert.py --export-path {EXPORT_PATH} --output-path {OUTPUT_PATH} --dataset-type YOLO

Notes

RLE

• use pycocotools to decode compressed RLE
  • https://github.com/cocodataset/cocoapi/blob/master/PythonAPI/pycocotools/coco.py#L268