My First Project Computer Vision Model
490 Total Images
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Dataset Split
Train Set 88%
432Images
Valid Set 8%
40Images
Test Set 4%
18Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -15% and +15%