Dataset Versions

v5

All Class Dataset 5

Generated on May 6, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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CreateML JSON
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Dataset Split

Train Set 89%
1928Images
Valid Set 11%
235Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 2
Grayscale: Apply to 50% of images
Bounding Box: Flip: Horizontal
Bounding Box: Exposure: Between -25% and +25%

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