Dataset Versions

v26

2024-05-16 11:24pm

Generated on May 16, 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.
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Dataset Split

Train Set 88%
3996Images
Valid Set 8%
383Images
Test Set 4%
184Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Saturation: Between -25% and +25%
Brightness: Between -23% and +23%
Exposure: Between -6% and +6%
Blur: Up to 1px
Noise: Up to 1.76% of pixels

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