Dataset Versions

v5

2024-09-25 12:45pm

Generated on Sep 25, 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 89%
1581Images
Valid Set 7%
120Images
Test Set 4%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Rotation: Between -7° and +7°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 3.2px

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