Dataset Versions

v26

2024-05-28 11:41am

Generated on May 28, 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%
3009Images
Valid Set 8%
286Images
Test Set 4%
144Images

Preprocessing

Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Hue: Between -35° and +35°
Brightness: Between -20% and +20%
Blur: Up to 1.5px
Noise: Up to 0.89% of pixels

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