Dataset Versions
v8
YOLOv8-InstSeg-100epochs-Adam
Generated on Dec 29, 2023
1194 Total Images
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Dataset Split
Train Set 67%
802Images
Valid Set 16%
196Images
Test Set 16%
196Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 1.01% of pixels
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