Dataset Versions

v5

2024-12-13 6:17pm

Generated on Dec 13, 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 82%
237Images
Valid Set 11%
33Images
Test Set 7%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 720x720

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Noise: Up to 1.01% of pixels

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