i-mom001 Computer Vision Model
2156 Total Images
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Dataset Split
Train Set 88%
1887Images
Valid Set 8%
178Images
Test Set 4%
91Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Blur: Up to 2.2px
Noise: Up to 1.92% of pixels