I have two categories of images to use in my deep learning model. The firs category is aerial images that contain roads (such as road-1.jpg). The second category is two color images that contains road and non-road areas (such as annotation-1.jpg ). I want use second category for labels. So how can I create labels or annotation from second category images.I know there are some image cutting tools. But I'm looking for a tool that does this automatically by using the color information in the images. For example, I want to automatically create label map for the red areas in annotation-1.jpg. In addition, I am going to use the Python programming language and the Tensorflow library.

road-1.jpg annotation-1.jpg

  • $\begingroup$ I'm not sure I can understand the question the way it is asked now. $\endgroup$ Aug 31 '19 at 22:27
  • $\begingroup$ Dear @Dr. H. Lecter, I have added some details. $\endgroup$
    – fdas
    Sep 1 '19 at 15:20

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