Smoking_detection1 Image Dataset

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Versions
2023-01-27 11:45pm
v17
Jan 27, 2023
2022-10-16 11:42am
v16
Oct 16, 2022
2022-10-15 6:40pm
v15
Oct 15, 2022
Tiled 2022-10-14 8-17pm
v14
Oct 14, 2022
2022-10-14 8:16pm
v13
Oct 14, 2022
2022-10-14 4:03pm
v12
Oct 14, 2022
2022-10-10 11:52pm
v11
Oct 10, 2022
2022-10-10 11:32pm
v10
Oct 10, 2022
2022-10-10 11:31pm
v9
Oct 10, 2022
2022-10-10 12:00pm
v8
Oct 10, 2022
2022-10-10 11:55am
v7
Oct 10, 2022
2022-10-10 10:36am
v6
Oct 10, 2022
2022-10-09 10:54pm
v5
Oct 9, 2022
2022-10-09 10:10pm
v4
Oct 9, 2022
2022-09-20 2:22pm
v3
Sep 20, 2022
2022-09-20 10:32am
v1
Sep 20, 2022

2023-01-27 11:45pm

Version 17
Generated Jan 27, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Images

9585 images
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Train / Test Split

Training Set

69
6.7k
images

Validation Set

18
1.7k
images

Testing Set

12
1.2k
images
Preprocessing
Resize: Stretch to 416x416
Modify Classes: 2 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 1
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Details
Version Name: 2023-01-27 11:45pm
Version ID: 17
Generated: Jan 27, 2023
Annotation Group: cigarette