Can we use python for image processing application such as segmentation,edge detection?

Answer 1

yes gimp has python plugins which does image edge detection blur colrs

Answer 2

Check out OpenCV. This is an open source C++ library for computer vision algorithms. It has Python bindings, so feature detection and more sophisticated stuff can be done from Python level.