Dataset Versions

v12

2.1.1

Generated on Apr 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.
Other Formats
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Dataset Split

Train Set 85%
1959Images
Valid Set 9%
217Images
Test Set 5%
126Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
Rotation: Between -9° and +9°
Shear: ±13° Horizontal, ±9° Vertical
Brightness: Between -10% and +10%
Noise: Up to 0.65% of pixels

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