Dataset Versions

v18

2024-03-17 3:15pm

Generated on Mar 17, 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%
6338Images
Valid Set 8%
603Images
Test Set 4%
309Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 800x800
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Blur: Up to 1.5px

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