Dmitry Karanov

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Oil Spill Classification

Classification

Oil Spill Classification Image Dataset

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Versions
2023-03-25 7:25pm
v1
Mar 25, 2023
v1

2023-03-25 7:25pm

Generated on Mar 25, 2023
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989 Total Images

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Dataset Split

Train Set 91%
900Images
Valid Set 6%
58Images
Test Set 3%
31Images

Preprocessing

Auto-Orient: Applied
Static Crop: 21-75% Horizontal Region, 41-100% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -29° and +29°
Brightness: Between -25% and +25%