semantic_shade Computer Vision Model
107 Total Images
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Dataset Split
Train Set 87%
93Images
Valid Set 8%
9Images
Test Set 5%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical