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Talking Head Anime from a Single Image Demo

Talking Head Anime from a Single Image Demo is a Python repository containing two applications built on a neural-network system for anime character animation: a slider-based manual poser and a webcam-driven puppeteer that makes a character imitate a person’s head movement.

Independent OpenViST project profile, based on linked sources.

Talking Head Anime from a Single Image Demo — OpenViST project profile in Image & Video AI.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use the manual poser to experiment with character poses, or the puppeteer when you want webcam-captured head movement to control an anime character.

Who it is for

  • Anime character creators who want to adjust a character’s pose with sliders.
  • Developers exploring webcam-driven anime head animation.
  • Users able to run a Python machine-learning project with the documented hardware and data.

Documented uses

  • Manually pose an anime character by changing slider controls.
  • Drive an anime character’s head movement from a webcam-captured person.
  • Try the manual poser through the linked Google Colab notebook.
Before you choose

Requirements & limits

The repository is identified as MIT-licensed. The README links to a Google Colab notebook for trying the manual poser without local setup.

  • Local use requires a recent, powerful Nvidia GPU; the puppeteer also requires a webcam.
  • The project lists Python 3.6 or later and dependencies including PyTorch 1.4.0 or later, dlib 19.19 or later, OpenCV, Pillow and NumPy.
  • Model files and the dlib facial-landmark predictor must be downloaded separately.
  • Character images must meet the README's PNG, 256 × 256, RGBA, transparency and head-position requirements.
  • The repository describes Version 2 as a more capable version of the software.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Prepare the local Python environment and character data

Set up the documented environment and files needed before running either demo.

Before you start

  • Python 3.6 or later
  • A recent, powerful Nvidia GPU
  • Anaconda, if using the provided environment file
  • Several gigabytes of storage for the Anaconda environment

Steps

  1. From the project root, create the environment with conda env create -f environment.yml.

  2. Activate it with conda activate talking-head-anime.

  3. Download the main model files and extract them into the project's data directory.

  4. Download and uncompress shape_predictor_68_face_landmarks.dat into data.

  5. Use an included character image or add a PNG that is 256 × 256, RGBA, transparent outside the character, with the head inside the centered 128 × 128 area.

Expected outcome

The documented Python environment, model files and character-image inputs are prepared for the demo applications.

Guide limitations

  • The README says local execution requires a recent, powerful Nvidia GPU.
  • The puppeteer additionally requires a webcam.
  • The environment setup may require several gigabytes of storage.
Source-based practical guide

Try the manual poser in Google Colab

Open the documented Colab notebook for the manual posing application.

Before you start

  • Access to Google Colab

Steps

  1. Open the manual poser notebook linked from the project's README.

  2. Use the notebook to try the manual poser, which adjusts an anime character's pose with sliders.

Expected outcome

The manual poser is available to try through the linked Colab notebook without downloading the code and setting up a local environment.

Guide limitations

  • The Colab route is documented for the manual poser, not the webcam puppeteer.
Evidence and transparency

Sources & review

Source record details
Source availability
Active
Sources checked
16 October 2026
Original website title
pkhungurn/talking-head-anime-demo · Official homepage title · retained in its source language

Related options

Talking Head Anime Version 2 Demo — The repository README points to this as a more capable version of the same software.