Dataset Versions

v2

gigabalanced

Generated on May 4, 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 86%
132Images
Valid Set 9%
14Images
Test Set 5%
7Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -30% and +30%
Exposure: Between -4% and +4%
Blur: Up to 0.5px
Bounding Box: Brightness: Between -5% and +5%
Bounding Box: Blur: Up to 0.5px