My First Project Computer Vision Model
2406 Total Images
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Dataset Split
Train Set 88%
2106Images
Valid Set 8%
200Images
Test Set 4%
100Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -22% and +22%
Blur: Up to 1.7px
Noise: Up to 0.46% of pixels