cs senior design

mayfly

Instance Segmentation

mayfly Image Dataset

v32

2024-03-28 1:18pm

Generated on Mar 28, 2024

Dataset Split

Train Set 94%
6272Images
Valid Set 6%
368Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 7
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Noise: Up to 0.58% of pixels