Dataset Versions

v12

2023-05-19 10:50am

Generated on May 19, 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 82%
1990Images
Valid Set 12%
283Images
Test Set 6%
145Images

Preprocessing

Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -18° and +18°
Grayscale: Apply to 53% of images