IntermediatePython

Wan2.2AI Video Generation & Synthesis Framework

It is an AI model library/framework for video generation/video synthesis/text/image → video, supporting multiple tasks (Text → Video, Image → Video, Text+Image → Video, etc.)

16.0K Stars
2.0K forks
278 issues
85 browse
Python
Apache-2.0
Indexed
Updated

Project Overview

It is an AI model library/framework for video generation/video synthesis/text/image → video, supporting multiple tasks (Text → Video, Image → Video, Text+Image → Video, etc.)

Wan2.2 is an upgraded series of large-scale video generation models designed to enhance video content quality, coherence, and style controllability while maintaining a relatively reasonable computational burden. Its main innovations include the use of a MoE architecture to expand parameter scale without excessively increasing inference costs, as well as the introduction of highly compressed models (such as the 5B version) to enable video generation even on consumer-grade GPUs.


Hardware Requirements


The large model (14B version) has high GPU memory requirements for inference and may require offloading/distributed strategies.


The TI2V-5B version is a lightweight model that can run on consumer-grade GPUs (e.g., some high-end graphics cards) with 720P video output.GitHub


Multi-GPU/distributed deployment can significantly improve efficiency and capacity.


Model Variants


T2V-A14B: Text → Video model


I2V-A14B: Image → Video model


TI2V-5B: Text + Image → Video, lightweight version


S2V-14B: Speech/Audio → Video model


Animate-14B: Character animation/replacement/motion transfer, etc. (from video + image input) tasks

large-scale video generative modeltext-to-video model

Project Rating

0.0 (0 Evaluation)

Share

Frequently Asked Questions

What is Wan2.2: AI Video Generation & Synthesis Framework?

It is an AI model library/framework for video generation/video synthesis/text/image → video, supporting multiple tasks (Text → Video, Image → Video, Text+Image → Video, etc.)

What language is Wan2.2: AI Video Generation & Synthesis Framework written in?

Wan2.2: AI Video Generation & Synthesis Framework is primarily written in Python.

What license is Wan2.2: AI Video Generation & Synthesis Framework under?

Wan2.2: AI Video Generation & Synthesis Framework is released under the Apache-2.0 license.

Related Projects

No results yet

Explore More

Similar Tools

Dreamina

Dreamina

Dreamina is an online creative platform that integrates image generation, animated videos, and visual design, supported by the CapCut team. Unlike traditional image or video production software, Dreamina allows users to quickly generate visual works that match their ideas directly in a browser through simple text prompts or uploaded materials. It can generate images from text descriptions, transform static images into dynamic videos, and even combine AI-generated sound with animation effects, providing a convenient creative gateway for visual creators and content producers.

Vheer

Vheer

Vheer is an online AI image/design tool platform that offers features such as text-to-image, image-to-image, video generation, avatar/anime/tattoo pattern creation, and background removal.

ImagineArt

ImagineArt

ImagineArt (domain: imagine.art) is a generative AI-powered creative toolkit/platform primarily used for generating and editing visual content such as images and videos. According to its official website, it enables users to "create AI art and turn your imagination into reality."

Lovart

Lovart

Lovart automates creative needs into design outcomes, simplifying the complex creative process to "say a sentence, produce a work." Its features, such as multi-model fusion, infinite canvas, and editable output, enable users to complete the entire creative journey from conception to realization on a single platform. It is a comprehensive creative tool that integrates AI painting, image generation, text-to-image, video production, and brand design.

Wan

Wan

Wan is an AI generation tool/model under Alibaba Cloud's Tongyi system, designed for visual creation (images/videos). By inputting text prompts or uploading images, users can generate stylized and creative images or short videos. It possesses multimodal capabilities (text ↔ image ↔ video) and provides developers with API interfaces, enabling integration into other products and services. Its development is expanding from image generation to video generation, audio-visual synchronization, dubbing, and more.

MovieFlow

MovieFlow

Movieflow is an AI-powered video creation tool designed for individual creators and small teams, transforming text scripts into short films. It simplifies the filmmaking process through a guided storyboard workflow, enabling users to quickly conceptualize story scenes and generate cohesive video content.

Comments

Comments

0
0/500 Characters

No comments yet

Be the first to comment

Open Source Project

Explore, learn and contribute to open source AI projects to advance the development of artificial intelligence technology

View All