Smoking_detection1 Image Dataset
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
v14
Tiled 2022-10-14 8-17pm
Generated on Oct 14, 2022
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
7040 Total Images
View All Images
Dataset Split
Train Set 96%
6742Images
Valid Set 3%
206Images
Test Set 1%
92Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
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