thesis pk

pkfield

Semantic Segmentation

pkfield Image Dataset

v1

2023-04-10 5:44pm

Generated on Apr 10, 2023

Dataset Split

Train Set 86%
102Images
Valid Set 8%
9Images
Test Set 6%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -37% and +37%
Exposure: Between -12% and +12%
Blur: Up to 2px
Noise: Up to 2% of pixels