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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]
Prisma Labs was founded in 2016 by Andrey Usoltsev, Alexey Moiseenkov, and a team of Russian developers. [2] [3] Usoltsev is also the CEO. [3]In 2016, the company launched the Prisma app, which uses artificial intelligence to duplicate photos in various artistic styles.
2D to 3D video conversion (also called 2D to stereo 3D conversion and stereo conversion) is the process of transforming 2D ("flat") film to 3D form, which in almost all cases is stereo, so it is the process of creating imagery for each eye from one 2D image.
The app was created by the team led by Alexey Moiseenkov who also founded the Prisma Labs, based in Sunnyvale, California. [13] Moiseenkov previously worked at Mail.Ru and later resigned from his job to dedicate his time to the development of the app. [14] He has said that the development of the app took one and a half months and the team did not do anything to promote the app. [15]
Dream Machine is a text-to-video model created by Luma Labs and launched in June 2024. It generates video output based on user prompts or still images. Dream Machine has been noted for its ability to realistically capture motion, while some critics have remarked upon the lack of transparency about its training data.
Video converters are computer programs that can change the storage format of digital video. They may recompress the video to another format in a process called transcoding , or may simply change the container format without changing the video format.
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