Python text-to-video

Open-source Python projects categorized as text-to-video

Top 23 Python text-to-video Projects

text-to-video
  1. imagen-pytorch

    Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

  2. CodeRabbit

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  3. VideoCrafter

    VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models

  4. 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

  5. LTX-Video

    Official repository for LTX-Video

    Project mention: Veo 2: Our video generation model | news.ycombinator.com | 2024-12-16

    > Recommended: We recommend using a GPU with 80GB of memory for better generation quality.

    https://github.com/Tencent/HunyuanVideo

    > I am getting CUDA out of memory on an Nvidia L4 with 24 GB of VRAM, even after using the bfloat16 optimization.

    https://github.com/Lightricks/LTX-Video/issues/64

  6. AI-Youtube-Shorts-Generator

    A python tool that uses GPT-4, FFmpeg, and OpenCV to automatically analyze videos, extract the most interesting sections, and crop them for an improved viewing experience.

    Project mention: Show HN: Create AI-generated short videos for YouTube quickly and easily | news.ycombinator.com | 2024-08-06
  7. make-a-video-pytorch

    Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch

  8. TokenFlow

    Official Pytorch Implementation for "TokenFlow: Consistent Diffusion Features for Consistent Video Editing" presenting "TokenFlow" (ICLR 2024)

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  10. video-diffusion-pytorch

    Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch

  11. Hotshot-XL

    ✨ Hotshot-XL: State-of-the-art AI text-to-GIF model trained to work alongside Stable Diffusion XL

    Project mention: Show HN: Hotshot – Text-to-Video Model Built by 4 People | news.ycombinator.com | 2024-08-19

    Hi HN! We're proud to share Hotshot, a large-scale diffusion transformer model for text-to-video generation that we built with just a 4-person team. You can try it today in beta at https://hotshot.co, with 2 free generations per day.

    Key features:

  12. MotionDirector

    [ECCV 2024 Oral] MotionDirector: Motion Customization of Text-to-Video Diffusion Models.

  13. VBench

    [CVPR2024 Highlight] VBench - We Evaluate Video Generation

    Project mention: CVPR 2024 Datasets and Benchmarks - Part 2: Benchmarks | dev.to | 2024-04-30

    GitHub

  14. Director

    AI video agents framework for next-gen video interactions and workflows. (by video-db)

    Project mention: Show HN: Director – A Framework for Building Video Agents | news.ycombinator.com | 2024-12-21

    Hello HN!

    I am super excited to share *Director*, an open-source agentic framework we’ve been working on that comes with pre-built video agents for tasks like spoken and vision search, editing, summarization, dubbing, video generation, and many more. For video tasks, it utilizes VideoDB’s “video-as-data” infrastructure, so you get instant streams.

    A hosted version is available at [chat.videodb.io](https://chat.videodb.io). Feedback is appreciated, and PRs are always welcome

    I’m really looking forward to seeing what agents you build and the use cases this unlocks!

    Cheers,

  15. aphantasia

    CLIP + FFT/DWT/RGB = text to image/video

  16. phenaki-pytorch

    Implementation of Phenaki Video, which uses Mask GIT to produce text guided videos of up to 2 minutes in length, in Pytorch

  17. nuwa-pytorch

    Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

  18. storyteller

    Multimodal AI Story Teller, built with Stable Diffusion, GPT, and neural text-to-speech (by jaketae)

  19. Text2Video

    ICASSP 2022: "Text2Video: text-driven talking-head video synthesis with phonetic dictionary".

  20. LAMP

    [CVPR 2024] | LAMP: Learn a Motion Pattern for Few-Shot Based Video Generation

  21. text2youtube

    🎥 Create youtube videos from a text prompt in seconds

  22. Video-Motion-Customization

    VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models (CVPR 2024)

  23. KandinskyVideo

    KandinskyVideo — multilingual end-to-end text2video latent diffusion model

  24. ez-text2video

    Easily run text-to-video diffusion with customized video length, fps, and dimensions on 4GB video cards or on CPU.

  25. Cassette

    Cassette is designed to create 30-second explanatory videos suitable for Instagram Reels or YouTube Shorts. (by M3rcuryLake)

    Project mention: Show HN: Cassette – Create short videos suitable for Reels from your Terminal | news.ycombinator.com | 2024-07-01
  26. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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).

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Python text-to-video related posts

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    1 project | news.ycombinator.com | 24 Nov 2024
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Index

What are some of the best open-source text-to-video projects in Python? This list will help you:

# Project Stars
1 imagen-pytorch 8,215
2 VideoCrafter 4,753
3 Awesome-Prompt-Engineering 4,238
4 LTX-Video 3,145
5 AI-Youtube-Shorts-Generator 1,992
6 make-a-video-pytorch 1,954
7 TokenFlow 1,618
8 video-diffusion-pytorch 1,289
9 Hotshot-XL 1,081
10 MotionDirector 882
11 VBench 816
12 Director 791
13 aphantasia 783
14 phenaki-pytorch 766
15 nuwa-pytorch 546
16 storyteller 514
17 Text2Video 434
18 LAMP 279
19 text2youtube 246
20 Video-Motion-Customization 187
21 KandinskyVideo 182
22 ez-text2video 108
23 Cassette 40

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