Dataset Versions

v8

2022-09-24 2:55pm

Generated on Sep 24, 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.
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Dataset Split

Train Set 78%
3126Images
Valid Set 11%
438Images
Test Set 11%
434Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Cutout: 11 boxes with 7% size each
Bounding Box: Flip: Horizontal, Vertical

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