Datasets

DeepCrack

dataset tree:

DeepCrack
  |__train_img
  |    |__a.jpg
  |    |__...
  |__train_lab
  |    |__a.png
  |    |__...
  |__test_img
  |    |__b.jpg
  |    |__...
  |__test_lab
       |__b.png
       |__...

Example:

Image	Label

RoadNet

dataset tree:

RoadNet
  |__train_image
  |    |__a.png
  |    |__...
  |__train_segment
  |    |__a.png
  |    |__...
  |__train_edge
  |    |__a.png
  |    |__...
  |__train_centerline
  |    |__a.png
  |    |__...
  |__test_image
  |    |__b.png
  |    |__...
  |__test_segment
  |    |__b.png
  |    |__...
  |__test_edge
  |    |__b.png
  |    |__...
  |__test_centerline
       |__b.png
       |__...

We provide an automatic cropping tool in tools and you can use it by the command lines:

cd tools
sh ./crop_loop.sh

Note: please download the dataset and configurate the paths. The cropped images occupy about 20GB of HD space.

Example:

Image	Segment	Edge	Centerline