Dataset Versions

v6

dataset_aug_3x_80-12-8

Generated on Feb 26, 2024

Dataset Split

Train Set 80%
180Images
Valid Set 12%
28Images
Test Set 8%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 256x320
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Exposure: Between -13% and +13%
Noise: Up to 1.29% of pixels