Dataset Versions
Versions
v1
2023-04-26 4:12pm
Generated on Apr 26, 2023
147 Total Images
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Dataset Split
Train Set 90%
132Images
Valid Set 5%
8Images
Test Set 5%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 27% Minimum Zoom, 47% Maximum Zoom
Rotation: Between -30° and +30°
Shear: ±30° Horizontal, ±30° Vertical
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels