Dataset Versions

Versions
Cigarettes only
v15
·
3 years ago
All classes except cigs-default crop-stretch to 640
v14
·
3 years ago
Same - but without rotate
v13
·
3 years ago
All classes except cigs- 30- crop- flip and rotate
v12
·
3 years ago
Static cropp
v11
·
3 years ago
Same as v2
v10
·
3 years ago
Clear Plastic Bottle Only- stretch- rotate and flip
v9
·
3 years ago
Image example
v8
·
3 years ago
2022-03-27 6:45pm
v7
·
3 years ago
Bounding box no stretch
v4
·
3 years ago
No cigarettes with flip and rotate
v3
·
3 years ago
No Cigarettes
v2
·
3 years ago
All Classes
v1
·
3 years ago
v14

All classes except cigs-default crop-stretch to 640

Generated on Apr 27, 2022
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3301 Total Images

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Dataset Split

Train Set 87%
2862Images
Valid Set 9%
292Images
Test Set 4%
147Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require at least 76% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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