Dataset Versions

v7

03

Generated on May 3, 2022

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 86%
42Images
Valid Set 8%
4Images
Test Set 6%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 53% Maximum Zoom
Rotation: Between -34° and +34°
Shear: ±22° Horizontal, ±24° Vertical
Brightness: Between -34% and +34%
Blur: Up to 2px
Noise: Up to 2% of pixels

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