Dataset Versions
Versions
v1
6cls_classification
Generated on Jun 13, 2022
31268 Total Images
View All ImagesDataset Split
Train Set 88%
27360Images
Valid Set 8%
2604Images
Test Set 4%
1304Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%