yolov8 Custom Image Dataset
v2
2024-03-20 6:32am
Generated on Mar 19, 2024
154 Total Images
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Dataset Split
Train Set 88%
135Images
Valid Set 8%
13Images
Test Set 4%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±28° Horizontal, ±26° Vertical
Brightness: Between -16% and +16%
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
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