Dataset Versions

v1

2023-06-03 11:08am

Generated on Jun 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.
Other Formats
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Dataset Split

Train Set 88%
20625Images
Valid Set 8%
1956Images
Test Set 4%
977Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 3 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Hue: Between -6° and +6°
Saturation: Between -5% and +5%
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Blur: Up to 0.25px

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