Dataset Versions

v11

2023-11-25 5:31pm

Generated on Nov 25, 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 89%
4552Images
Valid Set 11%
557Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -15% and +0%
Cutout: 3 boxes with 10% size each

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