Dataset Versions

v4

2023-02-22 8:19pm

Generated on Feb 22, 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 92%
2640Images
Valid Set 4%
110Images
Test Set 4%
109Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 10px
Noise: Up to 15% of pixels
Mosaic: Applied
Bounding Box: Blur: Up to 13px
Bounding Box: Noise: Up to 8% of pixels