Fire Detector 2022 Image Dataset
v4
Simple 640x640
Generated on Jun 27, 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.
1700 Total Images
View All Images
Dataset Split
Train Set 82%
1400Images
Valid Set 14%
230Images
Test Set 4%
70Images
Preprocessing
Resize: Fill (with center crop) in 640x640
Augmentations
Outputs per training example: 1
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -20% and +20%
Similar Projects
Fires
1708 images
fire
1354 images
Fires
2370 images
2132
1440 images
Fogos
1341 images