Level damage of traffig-sign Image Dataset
Versions
2023-03-11 9:31pm
v17
Mar 11, 2023
2023-03-11 4:45pm
v16
Mar 11, 2023
2023-03-11 4:38pm
v15
Mar 11, 2023
2023-03-11 4:59am
v11
Mar 10, 2023
2023-03-11 2:43am
v10
Mar 10, 2023
2023-03-09 2:21pm
v9
Mar 9, 2023
2023-03-07 2:38pm
v8
Mar 7, 2023
2023-03-03 3:39am
v6
Mar 2, 2023
2023-03-03 3:34am
v5
Mar 2, 2023
2023-03-01 9:52am
v4
Mar 1, 2023
2023-03-01 5:36am
v3
Mar 1, 2023
2023-02-28 8:29am
v2
Feb 28, 2023
2023-02-28 6:55am
v1
Feb 28, 2023
v17
2023-03-11 9:31pm
Generated on Mar 11, 2023
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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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2893 Total Images
View All ImagesDataset Split
Train Set 91%
2624Images
Valid Set 4%
116Images
Test Set 5%
153Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Mosaic: Applied
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