Dataset Versions

v3

dataset_aug_3x_78-13-9

Generated on Feb 25, 2024

Dataset Split

Train Set 78%
270Images
Valid Set 13%
46Images
Test Set 9%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
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