Amit Vishnoi

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barrel-defects

Instance Segmentation

barrel-defects Image Dataset

Versions
2022-07-07 9:52am
v5
Jul 7, 2022
2022-07-06 12:44pm
v4
Jul 6, 2022
min-aug-barrel-defects
v3
Jun 9, 2022
2022-06-08 6:47pm
v2
Jun 8, 2022
2022-06-06 2:08pm
v1
Jun 6, 2022
v5

2022-07-07 9:52am

Generated on Jul 7, 2022
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1148 Total Images

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Dataset Split

Train Set 88%
1005Images
Valid Set 8%
94Images
Test Set 4%
49Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -31° and +31°
Hue: Between -99° and +99°
Saturation: Between -75% and +75%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%