Dataset Versions

v12

2024-02-29 11:01am

Generated on Feb 29, 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%
17842Images
Valid Set 12%
2565Images
Test Set 6%
1318Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x1024

Augmentations

Outputs per training example: 2
Flip: Horizontal
Brightness: Between -15% and +15%
Noise: Up to 1.09% of pixels