marine-and-aerial-segmentation Computer Vision Model
2370 Total Images
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Dataset Split
Train Set 96%
2260Images
Valid Set 2%
55Images
Test Set 2%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 1.99% of pixels
Bounding Box: Rotation: Between -15° and +15°