Muhammad Abuzar

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Auto-Essential Tyre

Classification

Auto-Essential Tyre Image Dataset

Try Pre-Trained Model
Versions
2023-09-29 8:57pm
v1
Sep 29, 2023
v1

2023-09-29 8:57pm

Generated on Sep 29, 2023
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1199 Total Images

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Dataset Split

Train Set 88%
1050Images
Valid Set 8%
99Images
Test Set 4%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical