Benjamin Grdel

invodosome_zone_detection

Instance Segmentation

invodosome_zone_detection Image Dataset

v3

2024-03-24 5:07pm

Generated on Mar 24, 2024

Dataset Split

Train Set 88%
3159Images
Valid Set 8%
297Images
Test Set 4%
150Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
Exposure: Between -1% and +1%
Blur: Up to 1.3px
Noise: Up to 1.96% of pixels