Dataset Versions

v1

YOLOv5 w- augment 100 epochs

Generated on May 30, 2023

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Pascal VOC XML
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Dataset Split

Train Set 87%
7219Images
Valid Set 8%
693Images
Test Set 4%
351Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels