changan university

yolov7-seg

Instance Segmentation

yolov7-seg Image Dataset

v9

2023-06-08 5:07pm

Generated on Jun 8, 2023

Dataset Split

Train Set 88%
3000Images
Valid Set 9%
298Images
Test Set 3%
96Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 0.75px
Noise: Up to 3% of pixels