Dataset Versions

v3

2024-05-15 2:31pm

Generated on May 15, 2024

Dataset Split

Train Set 82%
14128Images
Valid Set 12%
2016Images
Test Set 6%
1012Images

Preprocessing

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

Augmentations

Outputs per training example: 2
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°