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
v8
Image example
Generated on Apr 16, 2022
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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1457 Total Images
View All Images
Dataset Split
Train Set 70%
1018Images
Valid Set 20%
292Images
Test Set 10%
147Images
Preprocessing
Auto-Orient: Applied
Filter Null: Require at least 70% of images to contain annotations.
Augmentations
No augmentations were applied.