/AI-Image-Inversa

This is an end-to-end implementation of image search engine. The image search engines allow us to retrieve similar images based on the query one

Primary LanguageJupyter Notebook

Image Inversa

This is an end-to-end implementation of image search engine. The image search engines allow us to retrive similar images based on the query one

NOTE : This project is built based on this course

Demo

Image Inversa Demo

Project Instructions

Getting Started

  1. Clone the repository, and navigate to the downloaded folder.
git clone https://github.com/saihariG/AI-Image-Inversa
  1. Install TensorFlow.
pip install tensorflow
  1. Install a few pip packages.
pip install -r requirements.txt

  1. Download CIFAR-10 dataset.

    1. Put downloaded data into dataset folder
    2. Put all images from dataset/train to static/images

  2. Run throuh image-search project.ipynb and generate all necessary files

  3. Start the app.py file using the following command

python app.py