Dataset Versions
v4
2022-12-12 7:06pm
Generated on Dec 12, 2022
1052 Total Images
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Dataset Split
Train Set 88%
921Images
Valid Set 8%
87Images
Test Set 4%
44Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 10px
Noise: Up to 5% of pixels