Dataset Versions

v12

no dot-dash grayscale2023-07-23 9-02pm

Generated on Jul 23, 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 94%
3093Images
Valid Set 4%
126Images
Test Set 2%
60Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -25% and +25%
Mosaic: Applied
Bounding Box: Noise: Up to 5% of pixels