My First Project Computer Vision Model
21 Total Images
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Dataset Split
Train Set 86%
18Images
Valid Set 9%
2Images
Test Set 5%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 312x312
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -15% and +15%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels