MASKRCNN rock core

rcMASKRCNN

Instance Segmentation

rcMASKRCNN Image Dataset

v12

2023-07-21 3:21pm

Generated on Jul 21, 2023

Dataset Split

Train Set 93%
4746Images
Valid Set 5%
260Images
Test Set 2%
99Images

Preprocessing

Modify Classes: 2 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Vertical
Exposure: Between -10% and +10%
Blur: Up to 4.75px
Bounding Box: Noise: Up to 4% of pixels