Dataset Versions

v8

2024-02-15 3:14pm

Generated on Feb 15, 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 86%
792Images
Valid Set 10%
90Images
Test Set 4%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 460x460

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 9% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±9° Horizontal, ±12° Vertical
Brightness: Between -22% and +22%
Exposure: Between -14% and +14%
Blur: Up to 0.7px

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