Cartoonizing photos
Sayak Paul
Kolkata, West Bengal
- 0 Collaborators
This project shows how to utilize the CartoonGAN model (proposed in https://bit.ly/cartoon-gan) and convert that to a TFLite model for easy deployments in the form of mobile applications. This is a joint work with Margaret. ...learn more
Project status: Published/In Market
Overview / Usage
The project utilizes the White-box Cartoonization model as proposed in the paper Learning to Cartoonize Using White-box Cartoon Representations. The model is used to semantically cartoonize a given input image. This has got applications in media & entertainment and content generation industry.
Methodology / Approach
The project is divided into the following sections:
- Conversion of the original model to different TFLite variants
- Adding metadata to the TFLite variants for easy consumption from Android Studio
- Development of an Android application demonstrating the use of the model
Technologies Used
- TensorFlow
- TensorFlow Lite
Repository
https://github.com/margaretmz/CartoonGAN-e2e-tflite-tutorial