Dataset Versions

v20

2023-03-30 8:59am

Generated on Mar 30, 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%
468Images
Valid Set 17%
100Images
Test Set 1%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -5° and +5°
Grayscale: Apply to 50% of images
Exposure: Between -10% and +10%
Blur: Up to 2px

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