Diginix - Ai booked orders value 180,000 USD in the month of December

Create Bitmoji from profile pictures

AboutThe Client

US-based startup building a social networking site.

Bitmoji (1)
Bitmoji (2)

About this project

Project Description

The goal of our experiment was to create a solution that generates bitmoji (cartoon avatar) from a face image uploaded by the user. Deep face-scan – extract hair, beard, eyebrows, eyes, nose, lips, face color, and shape, together with different accessories: glasses, earrings, piercings, etc. Based on these features we extract similar shapes and colors from the database using deep content-based image retrieval and assemble the bitmoji.


  • OpenCV for classical computer vision routines.
  • PyTorch based deep CNN models for face scan (segmentation) and representation (vectorization).
  • Faiss for fast shape similarity search.
  • Scrapy for data collection.

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