DevMesh

Cartoonizing photos

Sayak Paul

Sayak Paul

Kolkata, West Bengal

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  • 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

Artificial Intelligence

Code Samples [1]

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

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Technologies Used

  • TensorFlow
  • TensorFlow Lite

Repository

https://github.com/margaretmz/CartoonGAN-e2e-tflite-tutorial

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