Dataset Versions

v24

2022-11-24 12-02pm 256-254

Generated on Nov 24, 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 87%
1194Images
Valid Set 8%
113Images
Test Set 4%
59Images

Preprocessing

Static Crop: 22-78% Horizontal Region, 0-99% Vertical Region
Resize: Fit within 256x256
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Vertical
Rotation: Between -7° and +7°
Brightness: Between -35% and +35%

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