Polfilter Instance Segmentation 1028 Computer Vision Model
340 Total Images
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Dataset Split
Train Set 87%
297Images
Valid Set 9%
30Images
Test Set 4%
13Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -10% and +10%
Noise: Up to 1% of pixels