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Online Lesion Segmentation Platform

Segmentation Platform for Skin Lesion Segmentation Online using Flask and Python.

Intructions to Segemnt using SegNet

For Windows

  • Create a virtual environment
    • virtualenv venv
    • cd /venv/Scripts/activate
    • cd ../..
  • Install the requirements using pip install -r requirements.txt
  • Change the image saving paths according to the local system
  • Download trained .h5 model from here
  • place the trained model in directory named model
  • run the app using python run.py

For Ubuntu

  • Create a virtual environment
    • virtualvenv --python=python3 venv
    • source venv/bin/activate
  • Install the requirements using pip3 install -r requirements.txt
  • Change the image saving paths according to the local system
  • Download trained .h5 model from here
  • place the trained model in directory named model
  • run the app using python run.py

Extra Scripts

skin-lesion-segmentation-using-segnet.ipynb is for experimental purposes.

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Online Skin Lesion Segmentation Platform using Flask for Python

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