fire detection Dataset
Versions
2023-08-31 1:10pm
v12
· a year ago
2023-08-30 9:30pm
v11
· a year ago
2023-08-30 9:46am
v10
· a year ago
2023-08-29 9:42pm
v9
· a year ago
2023-08-29 9:25pm
v8
· a year ago
2023-08-29 9:02pm
v7
· a year ago
2023-08-29 8:58pm
v6
· a year ago
2023-08-29 6:33pm
v5
· a year ago
2023-08-12 9:54pm
v4
· a year ago
2023-08-08 9:36pm
v3
· a year ago
first 424 stretched and resized
v2
· a year ago
first 424 raw version
v1
· a year ago
v11
2023-08-30 9:30pm
Generated on Aug 30, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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3321 Total Images
View All Images
Dataset Split
Train Set 88%
2913Images
Valid Set 8%
279Images
Test Set 4%
129Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 17% of images
Brightness: Between -24% and +24%
Exposure: Between -13% and +13%
Blur: Up to 2.5px
Noise: Up to 10% of pixels