VideoPoet Description
VideoPoet, a simple modeling technique, can convert any large language model or autoregressive model into a high quality video generator. It is composed of a few components. The autoregressive model learns from video, image, text, and audio modalities in order to predict the next audio or video token in the sequence. The LLM training framework introduces a mixture of multimodal generative objectives, including text to video, text to image, image-to video, video frame continuation and inpainting/outpainting, styled video, and video-to audio. Moreover, these tasks can be combined to provide additional zero-shot capabilities. This simple recipe shows how language models can edit and synthesize videos with a high level of temporal consistency.
VideoPoet Alternatives
GPT-4o
GPT-4o (o for "omni") is an important step towards a more natural interaction between humans and computers. It accepts any combination as input, including text, audio and image, and can generate any combination of outputs, including text, audio and image. It can respond to audio in as little as 228 milliseconds with an average of 325 milliseconds. This is similar to the human response time in a conversation (opens in new window). It is as fast and cheaper than GPT-4 Turbo on text in English or code. However, it has a significant improvement in text in non-English language. GPT-4o performs better than existing models at audio and vision understanding.
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Gen-2
Gen-2: The Next Step in Generative AI.
Multi-modal AI system that generates new videos using text, images or video clips. Realistically and consistently synthesizes new videos. You can either apply the style and composition of an image or text prompt to the structure (Video to Video). Or, you can use only words (Text-to-Video). It's almost like filming something completely new without ever filming anything. According to user studies, Gen-2 results are preferred over other methods of image-to–image and video–to-video translation.
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ModelsLab
ModelsLab, an innovative AI company, provides a suite of APIs that transform text into different media formats, such as images, videos, audio and 3D models. Their services allow developers and businesses to create high quality visual and auditory media without the need for complex GPU infrastructures. ModelsLab offers a range of services, including text-to image, text to video, text to speech, and image-to picture generation. All can be seamlessly integrated in a variety of applications. They also offer tools to train custom AI models. For example, fine-tuning Stable Diffusion using LoRA methods. ModelsLab is committed to making AI affordable and accessible. They help users build next-generation AI products quickly and efficiently.
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Reka
Our enterprise-grade multimodal Assistant is designed with privacy, efficiency, and security in mind. Yasa is trained to read text, images and videos. Tabular data will be added in the future. Use it to generate creative tasks, find answers to basic questions or gain insights from your data. With a few simple commands, you can generate, train, compress or deploy your model on-premise. Our proprietary algorithms can be used to customize our model for your data and use case. We use proprietary algorithms for retrieval, fine tuning, self-supervised instructions tuning, and reinforcement to tune our model using your datasets.
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Integrations
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Company Details
Company:
Google
Website:
sites.research.google/videopoet/
Media
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Product Details
Platforms
SaaS
Customer Support
Online
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