All Projects → MexsonFernandes → Img2VecCosSim-Django-Pytorch

MexsonFernandes / Img2VecCosSim-Django-Pytorch

Licence: GPL-3.0 license
Extract a feature vector for any image and find the cosine similarity for comparison using Pytorch. I have used ResNet-18 to extract the feature vector of images. Finally a Django app is developed to input two images and to find the cosine similarity.

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Img2VecCosSim-Django-Pytorch

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Extract a feature vector for any image and find the cosine similarity for comparison using Pytorch. I have used ResNet-18 to extract the feature vector of images. Finally a Django app is developed to input two images and to find the cosine similarity.

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Packages:

  • Pytorch
  • Django 2.0

Credits:

How to start:

  • Clone repository

    git clone https://github.com/MexsonFernandes/Img2VecCosSim-Django-Pytorch

  • Change directory

    cd Img2VecCosSim-Django-Pytorch

  • Install virtual environment

    pipenv install

  • Install all dependencies

    pipenv install -r requirements.txt or pip install -r requirements.txt

  • Start django server

    python manage.py runserver

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