Dataset Versions

v1

2023-08-30 4:39pm

Generated on Aug 30, 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 92%
3822Images
Valid Set 4%
159Images
Test Set 4%
159Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -24° and +24°
Grayscale: Apply to 31% of images
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each

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