Dataset Versions

v4

2024-03-21 9:04pm

Generated on Mar 21, 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 84%
27Images
Valid Set 6%
2Images
Test Set 9%
3Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-82% Vertical Region
Resize: Fit (black edges) in 880x820

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 2% Maximum Zoom
Saturation: Between -50% and +50%
Exposure: Between -15% and +15%

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