MASKRCNN rock core

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core-row

Instance Segmentation

core-row Image Dataset

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Versions
2023-07-20 10:05pm
v2
Jul 20, 2023
2023-07-16 2:09pm
v1
Jul 16, 2023
v2

2023-07-20 10:05pm

Generated on Jul 20, 2023
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4661 Total Images

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Dataset Split

Train Set 88%
4080Images
Valid Set 6%
293Images
Test Set 6%
288Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Vertical
Shear: ±2° Horizontal, ±2° Vertical
Hue: Between -25° and +25°
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 5% of pixels