Dataset Versions

v7

2023-10-22 3:15am

Generated on Oct 22, 2023

Dataset Split

Train Set 82%
6339Images
Valid Set 9%
704Images
Test Set 9%
704Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Grayscale: Applied
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied