Dataset Versions
v2
2024-08-30 4:44pm
Generated on Aug 30, 2024
2279 Total Images
View All ImagesDataset Split
Train Set 95%
2172Images
Valid Set 3%
72Images
Test Set 2%
35Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Exposure: Between -10% and +10%