Dataset Versions
Versions
v1
2022-08-14 6:23pm
Generated on Aug 14, 2022
266 Total Images
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Dataset Split
Train Set 87%
231Images
Valid Set 8%
21Images
Test Set 5%
14Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 3.75px
Noise: Up to 7% of pixels