Dataset Versions

v3

2023-12-17 1:02am

Generated on Dec 17, 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 94%
1443Images
Valid Set 5%
80Images
Test Set 1%
20Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +0%
Blur: Up to 1.75px
Noise: Up to 3% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 12% Maximum Zoom
Bounding Box: Shear: ±5° Horizontal, ±10° Vertical

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