'''Text-to-Video''' is a state of art technology which needs only text as input for outcome as video.The inspiration came from [[Text-to-image model]] which delivers images as output for text as input by CogVideo <ref>{{Citation |title=CogVideo |date=2022-10-12 |url=https://github.com/THUDM/CogVideo |publisher=THUDM |access-date=2022-10-12}}</ref> .
'''Text-to-Video''' is a state of art technology which needs only text as input for outcome as video.The inspiration came from [[Text-to-image model]] which delivers images as output for text as input by CogVideo.<ref>{{Citation |title=CogVideo |date=2022-10-12 |url=https://github.com/THUDM/CogVideo |publisher=THUDM |access-date=2022-10-12}}</ref>
Video prediction on making objects realistic in stable background by using [[Recurrent neural network]] for sequence to sequence model with connector [[Convolutional neural network]] encoding/decoding each frame pixel by pixel,<ref>{{Cite web |title=Leading India |url=https://www.leadingindia.ai/downloads/projects/VP/vp_16.pdf}}</ref> , creating video using [[Deep learning]].<ref>{{Cite web |last=Narain |first=Rohit |date=2021-12-29 |title=Smart Video Generation from Text Using Deep Neural Networks |url=https://www.datatobiz.com/blog/smart-video-generation-from-text/ |access-date=2022-10-12 |language=en-US}}</ref> .
== Methodology ==
Line 8 ⟶ 10:
Training the [[Convolutional neural network]] for making video. Keywords extraction from text using [[Natural-language programming]] .
Testing of Data set in conditional generative model for existing static and dynamic information from text by [[Variational autoencoder]] and [[Generative adversarial network]]
== Models ==
Different models are there [[Open source]] [[Artificial intelligence]] is CogVideo presented their code in [[GitHub]].<ref>{{Citation |title=CogVideo |date=2022-10-12 |url=https://github.com/THUDM/CogVideo |publisher=THUDM |access-date=2022-10-12}}</ref> . [[Meta Platforms]] uses text2video with [https://Makeavideo.studio makeavideo.studio],.<ref>{{Cite web |last=Davies |first=Teli |date=2022-09-29 |title=Make-A-Video: Meta AI's New Model For Text-To-Video Generation |url=https://wandb.ai/telidavies/ml-news/reports/Make-A-Video-Meta-AI-s-New-Model-For-Text-To-Video-Generation--VmlldzoyNzE4Nzcx |access-date=2022-10-12 |website=W&B |language=en}}</ref> ,<ref>{{Cite web |last=Monge |first=Jim Clyde |date=2022-08-03 |title=This AI Can Create Video From Text Prompt |url=https://betterprogramming.pub/this-ai-can-create-video-from-text-prompt-6904439d7aba |access-date=2022-10-12 |website=Medium |language=en}}</ref> . <ref>{{Cite web |title=Meta’s Make-A-Video AI creates videos from text |url=https://www.fonearena.com/blog/375627/meta-make-a-video-ai-create-videos-from-text.html |access-date=2022-10-12 |website=www.fonearena.com}}</ref>[[Google]] used Imagen Video for converting text 2video,<ref>{{Cite web |title=google: Google takes on Meta, introduces own video-generating AI - The Economic Times |url=https://m.economictimes.com/tech/technology/google-takes-on-meta-introduces-own-video-generating-ai/amp_articleshow/94681128.cms?amp_gsa=1&_js_v=a9&usqp=mq331AQKKAFQArABIIACAw==#amp_tf=From%20%251$s&aoh=16655942495197&referrer=https://www.google.com&share=https://m.economictimes.com/tech/technology/google-takes-on-meta-introduces-own-video-generating-ai/articleshow/94681128.cms |access-date=2022-10-12 |website=m.economictimes.com}}</ref><ref>{{Cite web |last=Monge |first=Jim Clyde |date=2022-08-03 |title=This AI Can Create Video From Text Prompt |url=https://betterprogramming.pub/this-ai-can-create-video-from-text-prompt-6904439d7aba |access-date=2022-10-12 |website=Medium |language=en}}</ref> ,<ref>{{Cite web |title=Nuh-uh, Meta, we can do text-to-video AI, too, says Google |url=https://www.theregister.com/AMP/2022/10/06/google_ai_imagen_video/ |access-date=2022-10-12 |website=www.theregister.com}}</ref> ,<ref>{{Cite web |title=Papers with Code - See, Plan, Predict: Language-guided Cognitive Planning with Video Prediction |url=https://paperswithcode.com/paper/see-plan-predict-language-guided-cognitive |access-date=2022-10-12 |website=paperswithcode.com |language=en}}</ref> ,<ref>{{Cite web |title=Papers with Code - Text-driven Video Prediction |url=https://paperswithcode.com/paper/text-driven-video-prediction |access-date=2022-10-12 |website=paperswithcode.com |language=en}}</ref>
Antonia Antonova presented another model<ref>{{Cite web |title=Text to Video Generation |url=https://antonia.space/text-to-video-generation |access-date=2022-10-12 |website=Antonia Antonova |language=en-US}}</ref>
