IFC Fire extinguishers Image Dataset
v1
eval model
Generated on May 15, 2022
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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).
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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848 Total Images
View All Images
Dataset Split
Train Set 88%
750Images
Valid Set 7%
62Images
Test Set 4%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 10% of images
Blur: Up to 1px
Bounding Box: Noise: Up to 1% of pixels
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