Dataset Versions

v2

2024-04-08 12:43am

Generated on Apr 7, 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 89%
33Images
Valid Set 8%
3Images
Test Set 3%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 736x736
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Blur: Up to 2px

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