Dataset Versions

v17

2023-05-10 6:33pm

Generated on May 10, 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 86%
1245Images
Valid Set 8%
112Images
Test Set 7%
95Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 600x600

Augmentations

Outputs per training example: 3
Rotation: Between -4° and +4°
Shear: ±9° Horizontal, ±9° Vertical
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 4% of pixels