Dataset Versions

v7

2023-02-14 5:34pm

Generated on Feb 14, 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.
Other Formats
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Dataset Split

Train Set 87%
687Images
Valid Set 6%
49Images
Test Set 6%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 800x800

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -25° and +25°
Saturation: Between -20% and +20%

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