Google’s software engineers, Dan Kondratyuk and David Ross, have developed VideoPoet, an advanced AI tool for video generation. It integrates various capabilities into a single large language model (LLM), allowing seamless and coherent video creation. VideoPoet excels in animating still images, editing videos, and generating longer videos while demonstrating impressive evaluation results.
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Google VideoPoet: An AI Tool That Crafts Videos from Text Input
December 23, 2023: Google’s software engineers, Dan Kondratyuk and David Ross, have recently introduced an innovative tool named VideoPoet, which is set to change the world of AI video generation.
This new tool, based on a large language model (LLM), can perform a range of video generation tasks, including text-to-video, image-to-video, video stylization, and even video-to-audio conversions.
VideoPoet stands out in its field by integrating various video generation capabilities into a single LLM, unlike other models, which rely on separate components for each task.
This integration allows for more seamless and coherent video creation, especially in tasks involving large motions, which has been a challenge for current models.
Key Features
- Ability to animate still images and edit videos for tasks like inpainting, outpainting, and stylization.
- Enhanced by the use of text prompts, which guide the motion and style of the generated videos.
- Interactive editing of existing video clips, allowing users to change the motion of objects within a video.
VideoPoet uses multiple tokenizers (MAGVIT V2 for video and image, and SoundStream for audio) to convert various modalities into tokens and vice versa.
This process enables the model to generate tokens based on context, which are then converted back into a viewable representation.
The evaluation results of VideoPoet are equally impressive. In terms of text fidelity and motion interestingness, VideoPoet was preferred over competing models, showcasing its ability to follow prompts and produce interesting motions accurately.
If you want to evolve your company with AI, stay competitive, use for your advantage Google VideoPoet: An AI Tool That Crafts Videos from Text Input.
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