Yunlong Wong

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BrakeShoes

Instance Segmentation

BrakeShoes Image Dataset

Try Pre-Trained Model
Versions
2023-03-17 4:11pm
v2
Mar 17, 2023
v2

2023-03-17 4:11pm

Generated on Mar 17, 2023
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729 Total Images

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Dataset Split

Train Set 87%
636Images
Valid Set 8%
59Images
Test Set 5%
34Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -9% and +9%
Blur: Up to 3px
Noise: Up to 5% of pixels