Dataset Versions
Versions
v1
2024-12-15 9:23am
Generated on Dec 15, 2024
6740 Total Images
View All Images
Dataset Split
Train Set 94%
6348Images
Valid Set 4%
260Images
Test Set 2%
132Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 3.9% of pixels