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
v11
Static cropp
Generated on Apr 26, 2022
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3303 Total Images
View All Images
Dataset Split
Train Set 87%
2864Images
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 416x416
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