Dataset Versions
v5
2023-08-21 8:31am
Generated on Aug 21, 2023
2408 Total Images
View All ImagesDataset Split
Train Set 87%
2106Images
Valid Set 8%
201Images
Test Set 4%
101Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Noise: Up to 5% of pixels
Cutout: 25 boxes with 4% size each
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°