Dataset Versions

v3

2023-03-24 1:46pm

Generated on Mar 24, 2023

Dataset Split

Train Set 87%
747Images
Valid Set 8%
72Images
Test Set 4%
36Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical