MASKRCNN rock core

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rock-core-box

Semantic Segmentation

rock-core-box Image Dataset

Versions
2023-08-11 8:50am
v9
Aug 11, 2023
2023-08-09 9:40pm
v8
Aug 9, 2023
2023-08-09 9:05pm
v7
Aug 9, 2023
2023-08-09 6:30pm
v6
Aug 9, 2023
2023-06-26 4:42pm
v3
Jun 26, 2023
2023-06-26 12:05pm
v2
Jun 26, 2023
2023-06-08 6:06pm
v1
Jun 8, 2023
v8

2023-08-09 9:40pm

Generated on Aug 9, 2023
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2083 Total Images

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Dataset Split

Train Set 94%
1962Images
Valid Set 5%
110Images
Test Set 1%
11Images

Preprocessing

Modify Classes: 2 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Shear: ±2° Horizontal, ±2° Vertical
Exposure: Between -10% and +10%
Blur: Up to 4.75px
Noise: Up to 2% of pixels