Ivan-ship-project Computer Vision Model
6123 Total Images
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Dataset Split
Train Set 93%
5703Images
Valid Set 5%
277Images
Test Set 2%
143Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 312x312
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 57% Maximum Zoom
Shear: ±34° Horizontal, ±33° Vertical
Blur: Up to 4.3px
Noise: Up to 5.05% of pixels