Make-A-Video

Description

Make-A-Video is a state-of-the-art AI system designed for text-to-video generation, building upon advancements in text-to-image technology. The system learns by analyzing images with descriptions to understand visual concepts and how they are described, alongside unlabeled videos to grasp the dynamics of motion. This dual approach allows Make-A-Video to translate textual imagination into visual narratives.

Users can bring their creative visions to life by providing simple text prompts, generating whimsical and one-of-a-kind videos. The system supports various styles, from surreal and realistic to stylized, and can depict a wide range of scenes, from fantastical creatures to everyday scenarios. Examples include a dog in a superhero outfit, a teddy bear painting, or a robot dancing.

Beyond generating videos from text, Make-A-Video offers capabilities to add motion to static images or fill in the motion between two existing images. It also allows for the creation of video variations based on an original input video, enhancing creative possibilities. The system aims to be the new state of the art in video generation, demonstrating significant improvements in text representation and video quality compared to previous benchmarks, as validated by user studies.

Meta AI is committed to advancing AI responsibly with Make-A-Video. Steps are taken to mitigate the creation of harmful, biased, or misleading content through data filtering and by adding watermarks to all generated videos to identify them as AI-created. While currently a work in progress, the goal is to eventually make this technology publicly available, with a focus on safe and intentional release through continued analysis and testing.

Make-A-Video Highlights

• Generates videos from text prompts

• Learns from images with descriptions and unlabeled videos

• Supports surreal, realistic, and stylized video outputs

• Enables creation of videos from single images

• Fills in motion between two images

• Generates video variations from an input video

• Watermarks AI-generated content for identification

• Aims for improved text representation in videos

• Aims for higher video quality compared to previous SOTA

• Incorporates responsible AI development practices

Getting Started with Make-A-Video

1. 1

   Access model: Inquire about future releases or access opportunities.

2. 2

   Input prompt: Provide a text description of the desired video content.

3. 3

   Generate video: The AI system processes the prompt to create a video.

4. 4

   Refine and vary: Create variations of the generated video or add motion to static images.

5. 5

   Integrate responsibly: Utilize the technology with awareness of its AI-generated nature and responsible use guidelines.

Make-A-Video's Use Cases

• Text-to-Video Creation
• Image Animation
• Video Variation Generation
• Content Ideation
• Artistic Expression
• Prototyping Visuals

FAQ from Make-A-Video

• What is Make-A-Video?

  Make-A-Video is a state-of-the-art AI system that generates videos from text prompts, building on text-to-image generation technology.

• How does Make-A-Video work?

  It learns from images with descriptions to understand visual concepts and from unlabeled videos to understand motion, enabling it to create videos from text.

• Can Make-A-Video create videos from images?

  Yes, Make-A-Video can add motion to a single image or fill in the motion between two images.

• What kind of videos can Make-A-Video generate?

  It can generate a wide variety of videos based on text prompts, including surreal, realistic, and stylized content, depicting diverse scenes and subjects.

• Does Make-A-Video offer creative control?

  Yes, users can create variations of their videos based on the original output, offering additional creative flexibility.

• How does Meta AI ensure responsible use of Make-A-Video?

  Meta AI applies filters to reduce harmful content generation and watermarks all videos to identify them as AI-generated.

• Is Make-A-Video currently available to the public?

  Make-A-Video is currently a work in progress, with plans for future public release after continued analysis and testing.

• What are the benefits of Make-A-Video compared to previous technology?

  User studies indicate Make-A-Video offers 3x better representation of text input and 3x higher quality compared to the previous state of the art.

• Can I sign up to try Make-A-Video?

  You can express interest in gaining access to future releases of the Make-A-Video research by signing up.

• What kind of data does Make-A-Video analyze?

  The technology analyzes millions of pieces of data, including images with descriptions and unlabeled videos, to learn about the world and its movements.