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LabelBox Handler

This repo hosts scripts that download annotations from LabelBox and convert into format in YOLOv8, COCO, etc.

Install dependencies

pip install -r requirements.txt

Preparation

  1. Get LabelBox API key from LabelBox.
  2. Find LabelBox Project ID from LabelBox.
  3. Put API key and Project ID into ./labelbxo_config.yaml file.

From LabelBox to YOLOv8

  1. Download labels json file from LabelBox:

    python3 download_labels_json_from_lbv2_project.py

    Labels will be saved in labelbox_labels/{project_name}/{project_name}.json

  2. Create new ontology, split and convert labels json file into YOLOv8 format

    python3 filter_split_convert_lbv2_to_yolov8.py --labels labelbox_labels/{prject_name}/{prject_name}.json

    Converted labels will be saved in yolov8_labels.

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