Dataset Versions

v1

2023-08-28 3:22pm

Generated on Aug 28, 2023

Dataset Split

Train Set 90%
4480Images
Valid Set 6%
320Images
Test Set 3%
160Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 4
Blur: Up to 0.75px
Noise: Up to 5% of pixels