Dmitry Karanov

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Oil Spill One Class Classification

Classification

Oil Spill One Class Classification Image Dataset

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Versions
2023-03-26 12:48pm
v1
Mar 26, 2023
v1

2023-03-26 12:48pm

Generated on Mar 26, 2023
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971 Total Images

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Dataset Split

Train Set 90%
873Images
Valid Set 6%
59Images
Test Set 4%
39Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%