jML

realML

Semantic Segmentation

realML Image Dataset

v1

2022-10-31 11:05am

Generated on Oct 31, 2022

Dataset Split

Train Set 87%
186Images
Valid Set 8%
17Images
Test Set 5%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -64% and +64%
Noise: Up to 13% of pixels
Cutout: 10 boxes with 13% size each