Dataset Versions

v2

2023-06-29 6:38pm

Generated on Jun 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 91%
1500Images
Valid Set 7%
107Images
Test Set 2%
36Images

Preprocessing

Resize: Fit (white edges) in 640x640

Augmentations

Outputs per training example: 2
Shear: ±19° Horizontal, ±20° Vertical
Brightness: Between -31% and +0%
Cutout: 5 boxes with 16% size each

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