cigcigarette detections Image Dataset
v4
2023-08-11 9:07am
Generated on Aug 11, 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
Choose another format.
11156 Total Images
View All Images
Dataset Split
Train Set 91%
10155Images
Valid Set 9%
1001Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -30° and +30°
Shear: ±33° Horizontal, ±42° Vertical
Grayscale: Apply to 10% of images
Saturation: Between -50% and +50%
Brightness: Between -30% and +30%
Exposure: Between -30% and +30%
Blur: Up to 0.75px
Similar Projects
cigrate
4390 images
cigarrattes-cigars-smoke
4339 images
smoke
3138 images
cigarette
2017 images
rokok
3073 images