Dataset Versions
Versions
v4
2023-12-31 7:48am
Generated on Dec 31, 2023
115 Total Images
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Dataset Split
Train Set 97%
111Images
Valid Set %
0Images
Test Set 3%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4.5px
Noise: Up to 1.56% of pixels