Deep Learning for Edge detection

[getamu]

Hello!
I have a dataset of images in which the edges are manually labeled with different colors. I am planning to use deep learning on these training images. Then, I am thinking to test the model so that in the new input images, the model will predict those edges automatically.

[hepesu]

Nice idea, you can try combining HED like networks and some semantic segmentation networks (FCN?) to do the work which can outputs edge with semantic tags.