Dataset Versions

v18

2024-10-26 6:56am

Generated on Oct 26, 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.
Other Formats
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Dataset Split

Train Set 92%
9142Images
Valid Set 5%
479Images
Test Set 3%
330Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1080x1080

Augmentations

Outputs per training example: 7
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Noise: Up to 0.23% of pixels