Roadsign Image Dataset
Versions
2024-05-01 10:59pm
v14
May 1, 2024
2024-05-01 10-15pm - acap try lgi
v13
May 1, 2024
2024-05-01 10-12pm -acap checked
v12
May 1, 2024
2024-04-22 2:13pm
v11
Apr 22, 2024
2024-04-22 1:03pm
v10
Apr 22, 2024
2024-03-31 9:49am
v9
Mar 31, 2024
2024-03-28 12:26pm
v8
Mar 28, 2024
2024-03-28 11:57am
v7
Mar 28, 2024
2024-03-28 11:24am
v6
Mar 28, 2024
2024-03-27 12:48pm
v5
Mar 27, 2024
2024-03-26 10:01pm
v4
Mar 26, 2024
2024-03-26 11:47am
v3
Mar 26, 2024
2024-03-26 11:24am
v2
Mar 26, 2024
2024-03-24 11:52pm
v1
Mar 24, 2024
v11
2024-04-22 2:13pm
Generated on Apr 22, 2024
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.
2266 Total Images
View All Images
Dataset Split
Train Set 88%
2004Images
Valid Set 8%
172Images
Test Set 4%
90Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -7° and +7°
Blur: Up to 0.9px
Noise: Up to 0.44% of pixels
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