Dataset Versions

v1

2022-07-18 1:12am

Generated on Jul 17, 2022

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%
939Images
Valid Set 4%
40Images
Test Set 1%
10Images

Preprocessing

Resize: Stretch to 460x460
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Rotation: Between -22° and +22°
Shear: ±23° Horizontal, ±23° Vertical
Noise: Up to 9% of pixels
Cutout: 6 boxes with 8% size each
Mosaic: Applied

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