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.
These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.
- Python 3.6.8
- Node.js 6.9.0
- Clone this repo using
git clone https://github.com/urmilshroff/solefinder.git
cd solefinderto go into the repo directory
bash install.shto install all the dependencies
npm startto launch the app
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
python /datasets/shoe_rename.pyto rename all the images
bash retrain.shto retrain the dataset
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.
Also checkout the list of contributors who participated in this project.
This project is licensed under the MIT License - see the LICENSE file for details.