Dataset Versions

v11

2023-12-28 9:49am

Generated on Dec 28, 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 89%
3164Images
Valid Set 6%
196Images
Test Set 5%
191Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 5 dropped

Augmentations

Outputs per training example: 2
Hue: Between -35° and +35°
Exposure: Between -15% and +15%

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