Dataset Versions

v4

v4.s-640

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 83%
2223Images
Valid Set 15%
407Images
Test Set 2%
44Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 5% of pixels
Cutout: 10 boxes with 1% size each

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