Smoker Image Dataset
Versions
2023-01-15 1:28am
v18
Jan 14, 2023
2023-01-10 12:02pm
v17
Jan 10, 2023
2023-01-08 7:32pm
v16
Jan 8, 2023
2023-01-03 12:37pm
v15
Jan 3, 2023
2023-01-03 12:35pm
v14
Jan 3, 2023
2023-01-03 12:18pm
v7
Jan 3, 2023
2022-12-19 11:15pm
v6
Dec 19, 2022
2022-12-19 11:08pm
v4
Dec 19, 2022
2022-12-19 10:58pm
v2
Dec 19, 2022
v14
2023-01-03 12:35pm
Generated on Jan 3, 2023
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
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2608 Total Images
View All Images
Dataset Split
Train Set 80%
2087Images
Valid Set 10%
261Images
Test Set 10%
260Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Bounding Box: Flip: Vertical
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