blue-square Computer Vision Model
4962 Total Images
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Dataset Split
Train Set 96%
4760Images
Valid Set 3%
136Images
Test Set 1%
66Images
Preprocessing
Tile: 1 rows x 2 columns
Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 6-93% Vertical Region
Resize: Fill (with center crop) in 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 10
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Rotation: Between -2° and +2°
Exposure: Between -2% and +2%