Defect_Detection Image Dataset

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Versions
2023-03-20 9:11pm
v11
Mar 20, 2023
2023-02-26 4:01am
v10
Feb 25, 2023
2023-01-07 2:33am
v9
Jan 6, 2023
2023-01-03 5:09am
v8
Jan 3, 2023
2023-01-02 11:10pm
v7
Jan 2, 2023
2023-01-02 8:57pm
v6
Jan 2, 2023
2023-01-02 5:12am
v5
Jan 2, 2023
2022-12-21 11:49am
v4
Dec 21, 2022
2022-12-21 10:00am
v3
Dec 21, 2022
2022-12-12 3:57am
v2
Dec 11, 2022
2022-10-28 2:38am
v1
Oct 27, 2022

2023-01-07 2:33am

Version 9
Generated Jan 6, 2023

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Images

1994 images
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Train / Test Split

Training Set

91
1.8k
images

Validation Set

4
80
images

Testing Set

5
90
images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 180x180
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Brightness: Between -6% and +6%
Exposure: Between -5% and +5%
Bounding Box: Exposure: Between -5% and +5%
Details
Version Name: 2023-01-07 2:33am
Version ID: 9
Generated: Jan 6, 2023
Annotation Group: Defects