SoleFinder

A Deep Learning app made using TensorFlow and Electron.js to detect the exact model of different pairs of shoes and provide information about them.

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

• Python 3.6.8
• Node.js 6.9.0

Installing

• Install Python 3.6 from python.org
• Install Node.js from nodejs.org

Building

• Clone this repo using git clone https://github.com/urmilshroff/solefinder.git
• Type cd solefinder to go into the repo directory
• Run bash install.sh to install all the dependencies
• Run npm start to launch the app

Retraining Dataset

If you wish to add your own shoes/create your own dataset, then use the following method.

• Download 100-150 images of a particular shoe
• Save them all in /datasets/shoe_name/
• Run python /datasets/shoe_rename.py to rename all the images
• Run bash retrain.sh to retrain the dataset

Contributing

This project is licensed under the MIT license. Please feel free to clone/fork/modify the code as you like, and send us pull requests for any improvements, bugfixes or features. We'll definitely look into them and merge them if satisfactory.

Authors

• Urmil Shroff
• Vinay Kolwankar
• Priyansh Ramnani

Also checkout the list of contributors who participated in this project.

License

This project is licensed under the MIT License - see the LICENSE file for details.