MASKRCNN rock core

rock-core-box

Semantic Segmentation

rock-core-box Image Dataset

v9

2023-08-11 8:50am

Generated on Aug 11, 2023

Dataset Split

Train Set 93%
666Images
Valid Set 6%
46Images
Test Set 0%
2Images

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