ECE 471 Project

Image Segmentation

Instance Segmentation

Image Segmentation Image Dataset

v1

2024-03-28 4:00pm

Generated on Mar 28, 2024

Dataset Split

Train Set 88%
303Images
Valid Set 8%
29Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Noise: Up to 1.05% of pixels