Dataset Versions

v13

2022-12-05 3:38pm

Generated on Dec 5, 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 91%
2205Images
Valid Set 6%
140Images
Test Set 3%
82Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 6 remapped, 1 dropped

Augmentations

Outputs per training example: 5
Hue: Between -100° and +100°
Saturation: Between -47% and +47%
Brightness: Between -34% and +34%
Mosaic: Applied