Dataset Versions

v1

2024-06-07 9:35am

Generated on Jun 7, 2024

Dataset Split

Train Set 89%
12000Images
Valid Set 11%
1520Images
Test Set %
0Images

Preprocessing

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

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Exposure: Between -13% and +13%
Noise: Up to 0.5% of pixels