Dataset Versions
v4
2024-08-01 2:40pm
Generated on Aug 1, 2024
1939 Total Images
View All ImagesDataset Split
Train Set 90%
1740Images
Valid Set 6%
113Images
Test Set 4%
86Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Blur: Up to 0.9px
Noise: Up to 1.56% of pixels