PixieToon: Cartoonize Your Photos with Android & TensorFlow Lite

I’m excited to share PixieToon, a personal project where I built an Android app that cartoonizes your photos using a pre-trained TensorFlow Lite model.

The app leverages the White-Box Cartoonization method (CVPR 2020) and demonstrates how to integrate ML models into mobile apps. Users can select a photo, apply the cartoon effect, and save the result—all on-device.

Key features:

• Simple gallery selection and cartoonization workflow
• Fast, on-device inference with TensorFlow Lite
• Open source (GitLab repo)

Check out the project page or demo for more details and screenshots.