Dataset-1050 Computer Vision Model
8156 Total Images
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Dataset Split
Train Set 92%
7545Images
Valid Set 4%
305Images
Test Set 4%
306Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 150x150
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -40° and +40°
Shear: ±9° Horizontal, ±9° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%