Dataset Versions

v18

1CLASS 2023-09-18 8-29pm

Generated on Sep 19, 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.
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Dataset Split

Train Set 85%
2913Images
Valid Set 9%
317Images
Test Set 5%
178Images

Preprocessing

Modify Classes: 86 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 85% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -13% and +13%
Blur: Up to 2px

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