My First Project Computer Vision Model
404 Total Images
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Dataset Split
Train Set 88%
354Images
Valid Set 8%
33Images
Test Set 4%
17Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 27% Maximum Zoom
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.6% of pixels