fire extinguishers Image Dataset
Versions
2022-07-17 3:28pm
v12
Jul 17, 2022
2022-07-17 2:16am
v11
Jul 17, 2022
2022-06-26 4:42pm
v10
Jun 26, 2022
2022-06-26 4:41pm
v9
Jun 26, 2022
newv2
v7
Jun 26, 2022
2022-06-26 2:13pm
v6
Jun 26, 2022
new
v5
Jun 26, 2022
2022-06-26 4:56am
v4
Jun 26, 2022
2022-06-26 4:51am
v3
Jun 26, 2022
2022-06-26 4:47am
v2
Jun 26, 2022
2022-06-22 3:54am
v1
Jun 22, 2022
v12
2022-07-17 3:28pm
Generated on Jul 17, 2022
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YOLOv8
TXT annotations and YAML config used with YOLOv8.
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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.
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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.
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1175 Total Images
View All Images
Dataset Split
Train Set 83%
972Images
Valid Set 13%
155Images
Test Set 4%
48Images
Preprocessing
Isolate Objects: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Exposure: Between -16% and +16%
Noise: Up to 1% of pixels
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