RamiZouari

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Detection_tyres_state

Classification

Detection_tyres_state Image Dataset

Versions!
2022-08-11 4:29pm
v2
·
2 years ago
904
2022-08-09 4:16pm
v1
·
2 years ago
904
416x416
Stretch to
v2

2022-08-11 4:29pm

Generated on Aug 11, 2022
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904 Total Images

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Dataset Split

Train Set 92%
834Images
Valid Set %
0Images
Test Set 8%
70Images

Preprocessing

Auto-Orient: Applied
Static Crop: 14-70% Horizontal Region, 5-97% Vertical Region
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -17% and +17%
Brightness: Between -25% and +25%
Blur: Up to 1px