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Top 23 text-to-video Open-Source Projects
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InfluxDB
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Awesome-Prompt-Engineering
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
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Awesome-Video-Diffusion
A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
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make-a-video-pytorch
Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch
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TokenFlow
Official Pytorch Implementation for "TokenFlow: Consistent Diffusion Features for Consistent Video Editing" presenting "TokenFlow" (ICLR 2024)
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SaaSHub
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video-diffusion-pytorch
Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch
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phenaki-pytorch
Implementation of Phenaki Video, which uses Mask GIT to produce text guided videos of up to 2 minutes in length, in Pytorch
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nuwa-pytorch
Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch
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storyteller
Multimodal AI Story Teller, built with Stable Diffusion, GPT, and neural text-to-speech (by jaketae)
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Text2Video
ICASSP 2022: "Text2Video: text-driven talking-head video synthesis with phonetic dictionary".
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Gen-L-Video
The official implementation for "Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising".
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LAMP
Official implement code of LAMP: Learn a Motion Pattern by Few-Shot Tuning a Text-to-Image Diffusion Model (Few-shot-based text-to-video diffusion)
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SoraFlows
The most powerful and modular Sora WebUI, api and backend with OpenAI's Sora Model. Collecting the highest quality prompts for Sora. using NextJs and Tailwind CSS
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Video-Motion-Customization
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models (CVPR 2024)
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ez-text2video
Easily run text-to-video diffusion with customized video length, fps, and dimensions on 4GB video cards or on CPU.
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SaaSHub
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Project mention: Google's StyleDrop can transfer style from a single image | /r/StableDiffusion | 2023-06-03If google doesnt, someone like lucidrains probably would implement it, just like he did for imagen and muse.
Project mention: GitHub - AILab-CVC/VideoCrafter: VideoCrafter1: Open Diffusion Models for High-Quality Video Generation | /r/StableDiffusion | 2023-10-21
Yes, there are a lot of different resources online, especially for generative AI. The Awesome Prompt Engineering github is probably a good place to start https://github.com/promptslab/Awesome-Prompt-Engineering. If you're focusing directly on OpenAI's models then the OpenAI Prompt Engineering Guide would be my recommendation https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-openai-api.
Code: https://github.com/omerbt/TokenFlow
Project mention: List of Stable Diffusion research softwares that I don't think gotten widespread adoption. | /r/StableDiffusion | 2023-12-10
GitHub
Project mention: List of Stable Diffusion research softwares that I don't think gotten widespread adoption. | /r/StableDiffusion | 2023-12-10
Project mention: KandinskyVideo — third OS text2video model released in the last few days | /r/StableDiffusion | 2023-11-24
Project mention: Code for video motion customization has been released! | /r/StableDiffusion | 2023-12-08
Project mention: Reuse and Diffuse: Creating More Video Frames from Few with 'VidRD' | /r/StableDiffusion | 2023-10-18Code: https://github.com/anonymous0x233/ReuseAndDiffuse
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
text-to-video related posts
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Code for video motion customization has been released!
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A note from our sponsor - InfluxDB
www.influxdata.com | 5 May 2024
Index
What are some of the best open-source text-to-video projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | imagen-pytorch | 7,787 |
| 2 | VideoCrafter | 4,083 |
| 3 | Awesome-Prompt-Engineering | 3,212 |
| 4 | Awesome-Video-Diffusion | 2,451 |
| 5 | make-a-video-pytorch | 1,840 |
| 6 | TokenFlow | 1,468 |
| 7 | text-to-video-synthesis-colab | 1,386 |
| 8 | video-diffusion-pytorch | 1,125 |
| 9 | aphantasia | 769 |
| 10 | phenaki-pytorch | 715 |
| 11 | MotionDirector | 696 |
| 12 | nuwa-pytorch | 533 |
| 13 | storyteller | 472 |
| 14 | Text2Video | 409 |
| 15 | VBench | 286 |
| 16 | Gen-L-Video | 260 |
| 17 | LAMP | 223 |
| 18 | SoraFlows | 182 |
| 19 | KandinskyVideo | 143 |
| 20 | Video-Motion-Customization | 117 |
| 21 | ez-text2video | 92 |
| 22 | anima | 40 |
| 23 | ReuseAndDiffuse | 35 |
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