Dataset Versions

v8

withoutjj

Generated on Feb 6, 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 87%
117Images
Valid Set 7%
10Images
Test Set 6%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 960x540

Augmentations

Outputs per training example: 3
Shear: ±13° Horizontal, ±13° Vertical
Noise: Up to 0.1% of pixels

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