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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 generated by Sora of someone lying in a bed with a cat on it, containing several mistakes The technology behind Sora is an adaptation of the technology behind DALL-E 3 . According to OpenAI, Sora is a diffusion transformer [ 10 ] – a denoising latent diffusion model with one Transformer as the denoiser.
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]
Captions is a video-editing and AI research company headquartered in New York City. Their flagship app, Captions, is available on iOS , Android , and Web and offers a suite of tools aimed at streamlining the creation and editing of videos.
AviSynth also performs traditional video editing tasks like cutting, trimming and re-sequencing segments. For example, consider the script "myAvi.avs" (just a plain text-file saved with the extension "avs") AviSource("myAvi.avi") Crop(0, 0, 320, 240) Blur(0.1) This script file can be opened in most media players (such as Windows Media Player).
The following is a list of video editing software. The criterion for inclusion in this list is the ability to perform non-linear video editing. Most modern transcoding software supports transcoding a portion of a video clip, which would count as cropping and trimming. However, items in this article have one of the following conditions:
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