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There are several architectures that have been used to create Text-to-Video models. Similar to Text-to-Image models, these models can be trained using Recurrent Neural Networks (RNNs) such as long short-term memory (LSTM) networks, which has been used for Pixel Transformation Models and Stochastic Video Generation Models, which aid in consistency and realism respectively. [31]
Re-captioning is used to augment training data, by using a video-to-text model to create detailed captions on videos. [7] OpenAI trained the model using publicly available videos as well as copyrighted videos licensed for the purpose, but did not reveal the number or the exact source of the videos. [5]
Dream Machine is a text-to-video model created by the San Francisco-based generative artificial intelligence company Luma Labs, which had previously created Genie, a 3D model generator. It was released to the public on June 12, 2024, which was announced by the company in a post on X alongside examples of videos it created. [1]
For models developed from scratch, integration may require additional work to ensure that the custom-built architecture aligns with the operational environment, especially if the AI system is designed for specific hardware or edge computing environments. Pre-trained models, by contrast, are often more flexible in terms of deployment since they ...
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Figure AI, Inc. is a United States-based robotics company specializing in the development of AI-powered humanoid robots. [1] It was founded in 2022, by Brett Adcock , the founder of Archer Aviation and Vettery . [ 2 ]