Dataset Versions
v4
2024-07-17 11:11pm
Generated on Jul 17, 2024
203 Total Images
View All Images
Dataset Split
Train Set 87%
177Images
Valid Set 9%
18Images
Test Set 4%
8Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Noise: Up to 0.73% of pixels
Cutout: 3 boxes with 10% size each