Dataset Versions

v12

2023-12-27 7:19pm

Generated on Dec 28, 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 78%
486Images
Valid Set 11%
71Images
Test Set 11%
69Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Saturation: Between -25% and +25%
Exposure: Between -20% and +20%
Noise: Up to 6% of pixels

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