Margarita Mawyin Koriakova

IA project

Semantic Segmentation

IA project Image Dataset

v2

2023-08-18 8:02pm

Generated on Aug 19, 2023

Dataset Split

Train Set 94%
165Images
Valid Set 4%
7Images
Test Set 2%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Exposure: Between -25% and +25%
Blur: Up to 1px
Cutout: 9 boxes with 5% size each
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -23% and +23%
Bounding Box: Noise: Up to 4% of pixels