UAV

Valve Detection

Object Detection

Valve Detection Image Dataset

v2

2023-09-07 10:45am

Generated on Sep 7, 2023

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Dataset Split

Train Set 87%
2211Images
Valid Set 8%
211Images
Test Set 4%
105Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 32% Maximum Zoom
Rotation: Between -4° and +4°
Hue: Between -8° and +8°
Saturation: Between -10% and +10%
Brightness: Between -7% and +7%
Blur: Up to 1px
Noise: Up to 5% of pixels
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