smoke Image Dataset
2022-10-13 12:46pm
Version 2 Generated Oct 13, 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
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Train / Test Split
Training Set
34
17
images
Validation Set
34
17
images
Testing Set
32
16
images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Fill (with center crop) in 416x416
Augmentations
Outputs per training example: 1
Brightness: Between -25% and +25%
Bounding Box: Crop: 0% Minimum Zoom, 23% Maximum Zoom
Bounding Box: Brightness: Between -25% and +25%
Details
Version Name: 2022-10-13 12:46pm
Version ID: 2
Generated: Oct 13, 2022
Annotation Group: smoke
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