Thesis

SLC

Instance Segmentation

SLC Image Dataset

v8

2023-04-20 5:46pm

Generated on Apr 20, 2023

Dataset Split

Train Set 97%
3657Images
Valid Set 2%
70Images
Test Set 1%
49Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -4° and +4°
Shear: ±2° Horizontal, ±2° Vertical
Brightness: Between 0% and +20%
Blur: Up to 1px
Bounding Box: Brightness: Between -5% and +0%
4534534
1207 images
yjyjhyjh
1045 images
front-block-vNEB
970 images
front-block
859 images