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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]
A video is generated in latent space by denoising 3D "patches", then transformed to standard space by a video decompressor. Re-captioning is used to augment training data, by using a video-to-text model to create detailed captions on videos. [7]
The company said that it wanted to be at the forefront of creating the culture and rules surrounding the use of AI generated video in a blog post announcing the general release.
The tool can generate a five-second clip for a single prompt and can interpret both text and image prompts, said Alexandru Costin, vice president of generative AI at Adobe. ... (AI video) models ...
A few years ago the height of AI videos was a deepfake Tom Cruise, but those took time to carefully splice the actor’s countenance onto that of an impersonator.. Fully-generated videos by ...
There is free software on the market capable of recognizing text generated by generative artificial intelligence (such as GPTZero), as well as images, audio or video coming from it. [99] Potential mitigation strategies for detecting generative AI content include digital watermarking , content authentication , information retrieval , and machine ...
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