Style Me!

The project aims to implement an iOS application for Neural Style Transfer on photos of people.

Functionality

• User can either take a photo with the front/back camera or upload one from the photo gallery.
• One can generate a stylized version of the uploaded photo.
• Generated photo can be saved on the device.

How does it work?

• Binary classification model (human/not human) implemented and trained with Keras, and converted into CoreML format, which allows performing classification of client-side.

• The PyTorch model performs Neural Style Transfer as a part of the web-service, implemented with aiohttp.

Versioning

SemVer is used for versioning. For the versions available, see the tags on this repository.

License

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

Authors

• Sergey Kastryulin - Initial work - snk4tr