Dataset Versions
v2
2023-12-22 5:55pm
Generated on Dec 22, 2023
4777 Total Images
View All Images
Dataset Split
Train Set 87%
4179Images
Valid Set 8%
399Images
Test Set 4%
199Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels