Dataset Versions

v1

2024-12-03 5:02pm

Generated on Dec 3, 2024

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 90%
41879Images
Valid Set 5%
2465Images
Test Set 5%
2412Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640

Augmentations

Outputs per training example: 6
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -15% and +15%

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