Potholes merged Image Dataset
Versions
2023-06-07 12:37am
v9
Jun 6, 2023
2023-06-06 7:53pm
v8
Jun 6, 2023
2023-06-06 2:51pm
v7
Jun 6, 2023
2023-06-06 12:40am
v6
Jun 5, 2023
2023-06-05 1:21pm
v5
Jun 5, 2023
2023-06-05 4:30am
v4
Jun 4, 2023
2023-06-04 5:24pm
v3
Jun 4, 2023
2023-05-29 3:05am
v2
May 28, 2023
2023-05-28 4:35pm
v1
May 28, 2023
v9
2023-06-07 12:37am
Generated on Jun 6, 2023
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.
4858 Total Images
View All Images
Dataset Split
Train Set 87%
4250Images
Valid Set 8%
398Images
Test Set 4%
210Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Brightness: Between -25% and +25%
Similar Projects
potholes
1476 images
pothole
826 images
Road-Anamolies-QfX6
1968 images
pothole
1163 images
Road-Anamolies
1928 images