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LINI Coral Forms 2.0

Semantic Segmentation

LINI Coral Forms 2.0 Image Dataset

Try Pre-Trained Model
Versions
original image
v4
Sep 3, 2023
greyscale
v3
Sep 3, 2023
augmented
v1
Sep 2, 2023
v1

augmented

Generated on Sep 2, 2023
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899 Total Images

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Dataset Split

Train Set 87%
786Images
Valid Set 8%
75Images
Test Set 4%
38Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Saturation: Between -70% and +70%
Brightness: Between -45% and +45%
Exposure: Between -18% and +18%
Blur: Up to 25px
Noise: Up to 5% of pixels
Cutout: 10 boxes with 10% size each
Mosaic: Applied
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels