Dataset Versions

v21

2023-06-14 1:58am

Generated on Jun 13, 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.
Other Formats
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Dataset Split

Train Set 91%
2265Images
Valid Set 4%
106Images
Test Set 4%
108Images

Preprocessing

Auto-Orient: Applied
Static Crop: 14-86% Horizontal Region, 14-86% Vertical Region
Resize: Stretch to 260x260
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down