Dataset Versions

v4

ImgDefault

Generated on Mar 20, 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 92%
6075Images
Valid Set 7%
481Images
Test Set 1%
52Images

Preprocessing

Modify Classes: 2 remapped, 9 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%
Blur: Up to 1px
Noise: Up to 2% of pixels