Dataset Versions

v13

2024-10-29 4:55pm

Generated on Oct 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 83%
210Images
Valid Set 11%
29Images
Test Set 6%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 416x416

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%