Marjan TeamHanouf

marjan-segmentaion

Instance Segmentation

marjan-segmentaion Image Dataset

v3

final dead coral after agmentation and segmentation

Generated on Mar 28, 2024

Dataset Split

Train Set 92%
1056Images
Valid Set 4%
44Images
Test Set 4%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -31% and +31%
Noise: Up to 1.19% of pixels
health-bleach-dead
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2870 images
healthy-bleached-dead
365 images
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2258 images
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985 images