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image-classifier's Introduction

Image Classification using CLIP

This is a self contained notebook using openai/CLIP to classify images from dataset of images inside a folder using a token and group them in another folder where name of folder having token as the folder name.

For example, if token = "a bike" then all the images resembling the token, a bike, will be classified and grouped into a new folder in the parent directory named "a bike".

Prerequisite

  1. NumPy
  2. PyTorch

Folder Structure before running the script:

  • Parent Directory
    • classify.ipynb
    • images
      • car.png
      • bike.png
      • bike2.png

Folder Structure after running the script:

here token = "a bike"

  • Parent Directory
    • classify.ipynb
    • bike
      • bike.png
      • bike2.png
    • images
      • car.png

image-classifier's People

Contributors

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Stargazers

0x1355 avatar Hemesh Chadalavada avatar

Watchers

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