🎬 video

MiniMates

Lightweight picture digital human-driven algorithm to quickly customize AI partners

#speech synthesis
#digital man
#AI partner
#real time animation
#Expression driven
MiniMates

Product Details

MiniMates is a lightweight picture digital human-driven algorithm that can run in real time on an ordinary computer and supports both voice-driven and expression-driven modes. It is 10-100 times faster than liveportrait, EchoMimic, MuseTalk and other algorithms on the market, allowing users to customize their own AI partners with very little resource consumption. The main advantages of this technology include extremely fast experience, personalized customization, and the ability to be embedded in the terminal, eliminating dependence on Python and CUDA. MiniMates follows the MIT license and is suitable for application scenarios that require fast and efficient facial animation and speech synthesis.

Main Features

1
Extremely fast experience: No independent graphics card is required, the CPU can realize real-time digital human expression and voice driving.
2
Personalized customization: supports one-shot single picture driver, at least one picture is needed to drive the digital human.
3
Embedded terminal: no need to rely on Python and CUDA, can run on a variety of devices.
4
Supports voice-driven and expression-driven: Digital humans can be driven in real time based on voice and facial expressions.
5
Real-time camera expression driver: Use mediapipe to complete ARkit expression capture and realize real-time expression driver.
6
Multiple drive modes: supports rotary drive, audio drive and hybrid drive.
7
Cross-platform support: Supports running on multiple operating systems such as Windows, Mac and Linux.

How to Use

1
1. Obtain the pre-trained model and place it in the checkpoint folder in the project directory.
2
2. Create a Python environment and install the required dependencies, such as torch and the libraries listed in requirements.txt.
3
3. If you need to matt portraits, use the provided matting.py script to process the images.
4
4. Use the interface_face.py script and the camera to quickly try and observe the movement of the characters in the picture with their heads.
5
5. Use generate_move_template.py to generate an expression template based on the video.
6
6. Through the interface_audio.py script, let the picture character generate a video according to the voice file and expression template.
7
7. Adjust algorithm parameters as needed to optimize the performance of digital humans.

Target Users

The target audience includes game developers, animators, VR/AR content creators, and any individual or team who needs to quickly animate digital humans. MiniMates' extremely fast experience and customization capabilities make it ideal for these users, especially when resources are limited.

Examples

Game developers use MiniMates to quickly generate realistic facial expressions and voices for game characters.

Animators use MiniMates to create virtual anchors for real-time live broadcast and interaction.

Educators use MiniMates to create teaching aids and improve students' learning interest through AI partners.

Quick Access

Visit Website →

Categories

🎬 video
› AI model
› digital man

Related Recommendations

Discover more similar quality AI tools

Kling 2.5 AI

Kling 2.5 AI

Kling2.5 Turbo is an AI video generation model that significantly improves the understanding of complex causal relationships and time series. It has the characteristics of cost-optimized generation. The cost of generating a 5-second high-quality video is reduced by 30% (25 points vs. 35 points), and the motion smoothness is excellent. It uses advanced reasoning intelligence to understand complex causal relationships and time instructions, greatly improving motion smoothness and camera stability while optimizing costs. It's also the world's first model to output native 10, 12 and 16-bit HDR video in EXR format, suitable for professional studio workflows and pipelines. Additionally, its draft mode generates 20 times faster, making it easy to iterate quickly. The product has a variety of price plans, including a free entry version, a $29 professional version, and a $99 studio version, suitable for users with different needs, from individual creators to corporate teams.

AI video generation cost optimization
🎬 video
iMideo

iMideo

iMideo is an AI video generation platform with multiple advanced AI models such as Veo3 and Seedance. Its main advantage is that it can quickly convert still pictures into high-quality AI videos without complex editing skills, and it supports multiple aspect ratios and resolution settings. The platform provides a free version, allowing users to try the image-to-video function for free first. The paid plan starts at US$5.95 per month, which is suitable for all types of creators to easily produce professional-level video content.

video editing AI video generation
🎬 video
Ray 3 AI

Ray 3 AI

Ray 3 is the first video AI inference model launched by Lumakey, capable of generating true EXR 10, 12, 12, 12 and 16-bit HDR format videos. Its importance lies in providing new tools for high-quality video production to the film, television and advertising industries. The main advantages include high-bit HDR format, with better color and brightness performance, suitable for high-end projects; it can be used for high-resolution video production to meet professional needs. The product background is to meet the demand for high-quality videos in the film, television and advertising industries. Regarding the price, the documentation does not mention it. Product positioning is to serve the fields of high-end film and television and advertising production.

Advertising production Film and television production
🎬 video
Luma Ray3AI

Luma Ray3AI

Ray3 is the world's first video model with inference capabilities, powered by Luma Ray3. It can think, plan and create professional-grade content, with native HDR generation and intelligent draft mode for rapid iteration. Key benefits include: inferential intelligence to deeply understand prompts, plan complex scenes, and self-examine; native 10, 12, and 16-bit HDR video for professional studio workflows; and draft mode to generate 20 times faster, making it easy to refine concepts quickly. In terms of price, there is a free version, a $29 professional version and a $99 studio version. Positioned to meet the video creation needs of different user groups from exploration to professional commercial applications.

video generation HDR video
🎬 video
Ray3

Ray3

Ray3 is the world's first AI video model with inference intelligence and 16-bit HDR output. Its importance lies in providing advanced video generation solutions for film and television producers, advertising companies and studios. Its main advantages are: the output video has high fidelity, consistency and controllability; it supports 16-bit HDR, providing professional-level color depth and dynamic range; it has reasoning intelligence and can understand the scene context to ensure the logical consistency and physical accuracy of each frame; it is compatible with Adobe software and can be seamlessly integrated into the existing production process; it has a 5x speed draft mode for rapid creative testing. This product is positioned in the field of professional video production. Although the specific price is not mentioned in the document, there is a "trial" option, and it is speculated that it may adopt a free trial plus payment model.

AI video generation Cinematic video
🎬 video
Lucy Edit AI

Lucy Edit AI

Lucy Edit AI is the first basic model for text-guided video editing, launched by DecartAI and open source. Its importance lies in innovating the video creation model, allowing creators to edit videos only through text commands without complicated operations. Key benefits include lightning-fast processing speeds, industry-leading accuracy, unlimited video creation potential, a simple and intuitive interface, and is trusted by content creators around the world. This product is free to use and is positioned to help users complete professional video editing efficiently and conveniently.

AI technology video editing
🎬 video
Ray 3

Ray 3

Ray 3 AI Video Generator is a video generation platform driven by advanced Ray 3 AI technology. It is the world's first AI video model with HDR generation and intelligent reasoning capabilities. Its importance lies in providing professional creators and enterprises with powerful video production tools that can quickly convert text into high-quality 4K HDR videos. The main advantages include intelligent reasoning to understand user intentions, support for multiple video styles, and multiple practical functions such as voice narration, smart subtitles, etc. The product background was developed to meet the market's demand for efficient, high-quality video creation. In terms of price, there is a free version, a professional version ($29.9 per month) and an enterprise version ($999). It is positioned to serve creators and enterprises around the world and assist professional HDR video creation.

AI video generation Text to video
🎬 video
Hailuo 02 fast

Hailuo 02 fast

Hailuo 2 is an AI video generator that uses MoE technology to convert text and images into 720P videos. Its main advantages include advanced AI technology, high-definition video generation, text-to-video function, etc.

AI video generation Text to video
🎬 video
Wan 2.2

Wan 2.2

Wan 2.2 is an AI video generator that uses advanced MoE technology to convert text and images into 720P videos. It supports consumer-grade GPUs and can generate professional videos in real time.

AI Text to video
🎬 video
Veo 5 AI

Veo 5 AI

Veo 5 AI Video Generator is a next-generation AI video generator based on Veo 5 technology that can quickly create stunning, ultra-realistic videos. It uses the latest Veo 5 A model to achieve intelligent scene understanding, natural motion synthesis and context-aware rendering, bringing unprecedented ultra-realism and creativity.

AI video generation
🎬 video
LTXV 13B

LTXV 13B

LTXV 13B is an advanced AI video generation model developed by Lightricks with 13 billion parameters, significantly improving the quality and speed of video generation. Released in May 2025, this model is a significant upgrade from its predecessor, the LTX video model, supporting real-time high-quality video generation and suitable for all types of creative content production. The model uses multi-scale rendering technology to generate 30 times faster than similar models and run smoothly on consumer hardware.

AI content creation
🎬 video
Veozon AI Video Generator

Veozon AI Video Generator

Veo3 AI Video Generator is a powerful tool that uses Google's Veo3 AI model to generate stunning 4K videos from text. Featuring advanced physics simulations and realistic visual effects, transform your ideas into cinematic content. Price: Paid.

AI Audio
🎬 video
Seedance AI

Seedance AI

Seedance AI is a powerful video model that can generate high-quality, narrative videos from simple text prompts. It has features such as dynamic lens movement and 1080p high-definition video output, providing users with the convenience of creating movie-level videos.

AI creation
🎬 video
DreamASMR

DreamASMR

DreamASMR leverages Veo3 ASMR technology to create relaxing video content, providing advanced AI video generation, binaural sound and a meticulous visual experience, making it the ultimate ASMR experience.

video generation Relax
🎬 video
LIP

LIP

LIP Sync AI is a revolutionary AI technology that utilizes a global audio perception engine to transform still photos into lifelike conversational videos. Its main advantage is its efficient and realistic generation of effects, resulting in photos with perfect lip synchronization. This product is positioned to provide users with high-quality lip sync video generation services.

AI technology video
🎬 video
Veo3Video

Veo3Video

Veo3 Video is a platform that uses the Google Veo3 model to generate high-quality videos. It uses advanced technology and algorithms to ensure audio and lip synchronization during video generation, providing consistent video quality.

AI technology video generation
🎬 video