The Pennsylvania State University

Branch detection only

Object Detection

Branch detection only Image Dataset

v4

version1withminaugments

Generated on Mar 31, 2023

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Pascal VOC XML
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Dataset Split

Train Set 96%
820Images
Valid Set 0%
3Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down