Dataset Versions

v19

2024-12-21 2:39am

Generated on Dec 20, 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 91%
3672Images
Valid Set 6%
256Images
Test Set 3%
128Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x540

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Brightness: Between -20% and +0%
Exposure: Between -10% and +10%

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