Dataset Versions

v1

KND-DET-YOLO-V5

Generated on Nov 29, 2021

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Pascal VOC XML
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PaliGemma
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Dataset Split

Train Set 87%
794Images
Valid Set 9%
80Images
Test Set 4%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 1px
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.75px
Bounding Box: Noise: Up to 5% of pixels

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