Dataset Versions

v24

2024-03-20 9:53am

Generated on Mar 20, 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.
Other Formats
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Dataset Split

Train Set 82%
965Images
Valid Set 13%
153Images
Test Set 5%
60Images

Preprocessing

Resize: Fit (white edges) in 1920x1080
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Grayscale: Apply to 20% of images

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