Dataset Versions

v2

2023-09-29 5:15pm

Generated on Sep 29, 2023

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 82%
428Images
Valid Set 12%
61Images
Test Set 6%
30Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -20° and +20°
Cutout: 8 boxes with 15% size each
Mosaic: Applied

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