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English: This video of Crew Dragon Endeavour docking with the International Space Station shows many requirements of a TikTok and YouTube Shorts. The video is preferred to be in 9:16 aspect ratio, high framerate, and within 15 seconds.
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]
YouTube Shorts is the short-form section of the American online video-sharing platform YouTube. Shorts focuses on vertical videos that are less than 180 seconds of duration and various features for user interaction.
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 ]
It also allows users to create HTML5 videos with embedding code ready to use for websites, burn videos to DVD or AVCHD DVD disc, and boost video conversion speed up to 5X faster with CUDA acceleration (NVIDIA video card only. [10] It can also use AMD APP Encoder and Inter QSV for X264/H264, X265/H265 [11] video encoding.
Online video platforms allow users to upload, share videos or live stream their own videos to the Internet. These can either be for the general public to watch, or particular users on a shared network. The most popular video hosting website is YouTube, 2 billion active until October 2020 and the most extensive catalog of online videos. [1]
In February 2023 Runway released Gen-1 and Gen-2 the first commercial and publicly available foundational video-to-video and text-to-video generation model [22] [23] [24] accessible via a simple web interface. In June 2023 Runway was selected as one of the 100 Most Influential Companies in the world by Time magazine. [25]
Sora is a text-to-video model developed by OpenAI. The model generates short video clips based on user prompts, and can also extend existing short videos. Sora was released publicly for ChatGPT Plus and ChatGPT Pro users in December 2024. [1] [2]