Dataset Versions

v1

2022-05-11 5:30pm

Generated on May 11, 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.
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Dataset Split

Train Set 96%
1182Images
Valid Set 3%
34Images
Test Set 1%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1732x2018

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Blur: Up to 10px
Mosaic: Applied

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