Seaweed AI Video
Seaweed AI is a cutting-edge AI video generation model designed to create high-quality, realistic video content from text or image inputs.
What is Seaweed AI ?
Seaweed, short for "Seed-Video," is a research effort for building a foundational model for video generation.
This webpage showcases diffusion transformers with approximately 7 billion (7B) parameters, trained using compute equivalent to 1,000 H100 GPUs. Seaweed learns world representation from massive amounts of multi-modal data such as video, image, and text.
It allows for creating videos of various resolutions, aspect ratios, and durations from text descriptions. In this article, we present its generated videos and highlight its hallmark capability as a foundational model capable of supporting a wide range of downstream applications.
Overview of Seaweed AI
| Feature | Description |
|---|---|
| Name | Seaweed AI |
| Type | AI Video Generation Model |
| Core Functions | • Multimodal Input (Text, Image)• High-Quality Video Output• Multi-Resolution Compatibility• Efficient Generation |
| Technical Features | • Transformer-Based Architecture• Adversarial Post-Training (APT) Technology• Multi-Camera Language Capability |
| Application Scenarios | • E-commerce Marketing• Urban Tourism• Animation Education• Short Drama Production |
| Usage | • Create Visual Concepts• Customize and Generate Video• Preview and Export |
| Advantages | • High Realism• Professional Visual Effects• Smooth Dynamics• Creative Flexibility |
| Generation Efficiency | Generates 5-Second High-Quality Video in 60 Seconds |
| Supported Resolutions | Multiple Resolutions (Compatible with Landscape and Portrait Modes) |
| Camera Techniques | Zooming, Panning, Tilt, Scaling, Object Tracking |
| Target Users | Video Creators, Marketers, Educators, Entertainment Content Creators |
Name
Type
Core Functions
Technical Features
Application Scenarios
Usage
Advantages
Generation Efficiency
Supported Resolutions
Camera Techniques
Target Users
Revolutionizing Video Creation
Transform your ideas into stunning videos with our advanced AI technology
Key Attributes of Seaweed AI
Generate videos from images
The video generation model allows precise creation of consistent videos guided by the first frame, ideal for applications demanding high accuracy and creative control.
Generate videos by references
The model can be fine-tuned to generate dynamic videos from human, object, or multiple reference images, providing flexible input options.
Human-centric video generation
Adapted by OmniHuman, Seaweed can generate realistic human videos based on audio inputs, ensuring synchronized lip movements and gestures that match the audio for a natural interaction.
Generate audio with video
Seaweed can generate synchronized audio that matches the video content, ensuring consistency in action, scene, tone, rhythm, and style, delivering an immersive multimedia experience.
High-resolution Generation
Advanced capabilities for creating high-definition video content with exceptional detail and clarity.
Long-shot Generation
Seaweed supports natively generating a single shot lasting 20 seconds without any extension technique. With the extension, it can generate videos up to a minute long.
Real-time Generation
Rapid video creation and processing for immediate results and efficient workflow.
World Exploration
Discover and create diverse virtual environments with rich detail and immersive experiences.
Consistent Storytelling
Seaweed can generate coherent multi-shot long stories, with users providing overall narrative and per-shot descriptions to ensure scene continuity.
Enhanced Physically-Consistent Generation
Advanced physics-based rendering for realistic motion and natural object interactions.
Applications of Seaweed AI in Practice
Seaweed AI is a versatile video generation model with applications across various fields. Here are some key practical applications:
E-commerce Marketing
Seaweed AI can create high-quality product introduction videos for the e-commerce industry. These videos can clearly and attractively showcase products, thereby increasing conversion rates.
Urban Tourism Promotion
In urban culture and tourism promotion, Seaweed AI can generate captivating city tourism videos. Its high-definition output and smooth dynamic effects can present the best of a city in an immersive way.
Educational Content Creation
For educational content creators, Seaweed AI is an excellent tool for developing animations and videos, making learning more intuitive. Its high clarity and smooth motion effects can bring educational materials to life, making learning more interesting and engaging.
Short Drama Production
Content creators who need to produce short videos quickly will find Seaweed AI to be a powerful ally. It can generate high-quality videos in a short time, suitable for the fast-paced environment of digital media and the continuous demand for new content.
Social Media Management
Social media managers can use Seaweed AI to create customized short videos that meet the needs of various platforms. This will increase user engagement and sharing rates, making content more impactful.
Corporate Publicity
For companies looking to effectively convey their corporate culture and values, Seaweed AI can generate high-quality and professionally appearing promotional videos. These videos can be used for internal presentations, public relations activities, or brand marketing.
Advertising Design
Advertising designers can leverage Seaweed AI to create visually stunning ad campaigns. The model's professional aesthetics and smooth dynamic effects will ensure that ads leave a deep impression on the audience.
Seaweed AI Demo Video
PlayingPros and Cons of Seaweed AI
Pros
High-Quality Video Output
Seaweed AI generates videos with high clarity and realism, showing significant improvements over previous generations. It maintains professional-level visual beauty through sophisticated color harmony and light-and-shadow techniques.
Multimodal Input
It supports both text and image inputs, making it highly adaptable to different creative needs. This allows users to generate videos from a variety of sources, whether it's a script or an image.
Efficient Generation
Seaweed AI can generate a 5-second high-quality video in just 60 seconds, which is significantly faster than many existing solutions.
Transformer-Based Architecture
The model uses an advanced Transformer architecture, which ensures efficient and high-quality video generation by processing and understanding video content at a deeper level.
Multi-Resolution Compatibility
It supports multiple resolutions, allowing creators to generate videos in various formats suitable for different playback needs, such as social media, corporate websites, or marketing campaigns.
Smooth Dynamics
The generated videos feature smooth and natural movements, making them suitable for applications like e-commerce, tourism promotion, and educational content.
Professional-Grade Visuals
Seaweed AI delivers professional-level visual aesthetics, ensuring that the generated videos look polished and appealing.
Versatile Applications
It is suitable for a wide range of industries, including e-commerce, tourism, education, short drama production, social media management, and corporate publicity.
Cons
Occasional Flickering and Blur
Some tests have shown occasional flickering and blur in the generated videos, which can affect the overall viewing experience.
Text-to-Video Limitations
While image-to-video generation performs well, text-to-video generation sometimes struggles with more complex prompts, leading to less accurate results.
Limited Video Length
The default video length is 5 seconds, although it can be dynamically extended up to 20-30 seconds. This may not be sufficient for some applications that require longer video content.
Complex Prompts
Handling complex storytelling or multi-lens narratives is more challenging for Seaweed AI compared to models like PixelDance, which are specifically designed for these tasks.
Frame Rate Issues
There are minor issues with frame rate that can affect the smoothness of the video. However, these are expected to improve as the technology matures.
Availability and Access
Seaweed AI is still in the private beta phase, and access is limited. This means that many potential users may not be able to utilize it immediately.
Frequently Asked Questions
What is Seaweed AI?
Seaweed AI is an advanced AI video generation model that can create high-quality, realistic video content from text or image inputs.
What are the main functions of Seaweed AI?
Seaweed AI supports multimodal input (text and image), generates high-quality videos, is compatible with multiple resolutions, and can generate videos efficiently.
What are the technical features of Seaweed Video AI?
It uses a Transformer-based architecture, combined with Adversarial Post-Training (APT) technology and multi-camera language capabilities to ensure efficient and high-quality AI video generation.
What are the application scenarios for Seaweed Video AI?
It is suitable for e-commerce marketing, urban tourism promotion, educational content creation, short drama production, social media management, corporate publicity, and advertising design.
How efficient is Seaweed AI in generating videos?
It can generate a 5-second high-quality video in just 60 seconds, significantly leading the domestic industry's forefront in terms of speed.
What resolutions does Seaweed AI support?
It natively supports multiple resolutions, catering to different playback needs such as landscape and portrait modes.
How is the quality of the generated videos by Seaweed AI?
The generated videos have high realism, professional visual effects, and smooth dynamics, making them suitable for various application scenarios.