Dataset Versions

v11

2023-05-03 8:58pm

Generated on May 3, 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.
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Dataset Split

Train Set 87%
2418Images
Valid Set 8%
224Images
Test Set 5%
131Images

Preprocessing

Modify Classes: 0 remapped, 12 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -5% and +5%
Brightness: Between -4% and +4%
Exposure: Between -4% and +4%
Bounding Box: Rotation: Between -3° and +3°

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