/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

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