Dataset Versions

v5

2022-05-27 10:52am

Generated on May 27, 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 94%
888Images
Valid Set 2%
21Images
Test Set 3%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Crop: 2% Minimum Zoom, 18% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±19° Horizontal, ±15° Vertical
Brightness: Between -7% and +7%
Blur: Up to 0.25px

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