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Clothes Classifier

Machine Learning Project to classify the Images

There are 10 categories of clothes -

  • Ankle Boot
  • Bag
  • Dress
  • Coat
  • Pullover
  • Sandal
  • Shirt
  • Sneaker
  • T-Shirt
  • Trouser

The ML model is built on Tensorflow - Keras

The startup code of the project -

  1. Download or Clone the project files

  2. Create a virtual environment preferably or install the libraries directly

  3. Install the required libraries - pip install -r requirements.txt

  4. Go to the base directory of the project and run the command -
    python manage.py runserver or python3 manage.py runserver

About the Project -

There are 4 Modules in the project -

  1. Prediction of Dataset-Based Images
  2. Prediction of User-Based Images - You can upload the images and see the prediction value
  3. The page which categorises the images in the required categories
  4. Admin Section