Dataset Versions

v4

FinalTrained

Generated on Feb 14, 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 82%
13268Images
Valid Set 12%
1898Images
Test Set 6%
948Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 31 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Saturation: Between -26% and +26%
Brightness: Between -15% and +15%
Blur: Up to 1.5px

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