v11

2023-05-13 4:30pm

Generated on May 13, 2023

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%
5376Images
Valid Set 6%
358Images
Test Set 3%
195Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 480x480

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -3° and +3°
Brightness: Between -2% and +2%