Dataset Versions
v2
2023-12-25 9:36pm
Generated on Dec 25, 2023
191 Total Images
View All Images
Dataset Split
Train Set 88%
168Images
Valid Set 8%
15Images
Test Set 4%
8Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -12° and +12°
Shear: ±8° Horizontal, ±6° Vertical
Brightness: Between -20% and +20%
Noise: Up to 4% of pixels