Dataset Versions

v8

2022-05-30 3:27am

Generated on May 29, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 86%
774Images
Valid Set 5%
42Images
Test Set 9%
83Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise