LV_Encroachment Computer Vision Model
316 Total Images
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Dataset Split
Train Set 88%
279Images
Valid Set 8%
25Images
Test Set 4%
12Images
Preprocessing
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.76% of pixels