Dataset Versions

v14

2023-08-30 3:32pm

Generated on Aug 30, 2023

Dataset Split

Train Set 88%
993Images
Valid Set 8%
95Images
Test Set 4%
46Images

Preprocessing

Resize: Stretch to 1690x1030
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -10% and +10%
Exposure: Between -25% and +25%
Noise: Up to 3% of pixels