Dataset Versions

v30

2022-09-14 3:23pm

Generated on Sep 14, 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 87%
5797Images
Valid Set 9%
571Images
Test Set 5%
324Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%