Dataset Versions

v3

2024-10-31 9:28pm

Generated on Oct 31, 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.
Other Formats
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Dataset Split

Train Set 82%
14214Images
Valid Set 12%
2030Images
Test Set 6%
1015Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 2
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical

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