Dataset Versions

v5

2024-05-17 12:12pm

Generated on May 17, 2024

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%
2622Images
Valid Set 9%
258Images
Test Set 4%
125Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -10° and +10°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.5px

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