Dataset Versions

v3

2023-12-08 9:22am

Generated on Dec 8, 2023

Dataset Split

Train Set 92%
20632Images
Valid Set 4%
860Images
Test Set 4%
860Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Grayscale: Apply to 50% of images
Brightness: Between -10% and +10%