Dataset Versions

v4

2024-05-17 2:05pm

Generated on May 17, 2024

Dataset Split

Train Set 70%
1545Images
Valid Set 20%
441Images
Test Set 10%
220Images

Preprocessing

Auto-Orient: Applied
Static Crop: 28-63% Horizontal Region, 19-83% Vertical Region
Resize: Fill (with center crop) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images