Dataset Versions

v3

2024-02-01 3:56pm

Generated on Feb 1, 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 95%
2010Images
Valid Set 4%
79Images
Test Set 1%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Vertical
Shear: ±3° Horizontal, ±36° Vertical
Hue: Between -180° and +180°
Saturation: Between -80% and +80%
Noise: Up to 8.49% of pixels
Cutout: 11 boxes with 12% size each

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