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pythonopencvdeep-learningiris-recognition

Iris-recognition System OpenCV

I've been searching for iris recognition implementations. I just see Matlab implementations only. why python doesn't have while python has more extensive and mature libraries?

How can I create my own iris-recognition system? can you help to define the road map?

Solution

  • Now that we know the problem:

    The first step is to find implement-ready codes, i recommend you to take a look at these:

    1. G6-iris-recognition python package
    2. iris-recognition by thuyngch in github (python)
    3. papers with code about iris-recognition

    then if the codes above did not help (which is highly unusual), you have to make these steps:

    • first search the available papers in this field, see the designs

    • if you like to implement the pipeline via neural networks

      1. train a CNN network in Tensorflow
      2. port it into OpenCV for compatibility with every device, take a look at this link for example

    • if you like to develop your algorithm via hand-customed algorithms, i highly recommend following a paper, this way is richly researched in the literature and is mature.

    hopefully this helps.