Dataset Versions

v3

2023-11-10 4:12pm

Generated on Nov 10, 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.
Other Formats
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Dataset Split

Train Set 92%
810Images
Valid Set 7%
61Images
Test Set 1%
9Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -3° and +3°
Bounding Box: Shear: ±5° Horizontal, ±11° Vertical
Bounding Box: Noise: Up to 5% of pixels

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