metadata

license: creativeml-openrail-m
library_name: diffusers
inference: true
pipeline_tag: text-to-video
tags:
  - text-to-video
  - text-to-image

Text2Video-Zero Model Card - ControlNet Canny GTA-5 Style

Text2Video-Zero is a zero-shot text to video generator. It can perform zero-shot text-to-video generation, Video Instruct Pix2Pix (instruction-guided video editing), text and pose conditional video generation, text and canny-edge conditional video generation, and text, canny-edge and dreambooth conditional video generation. For more information about this work, please have a look at our paper and our demo: Our code works with any StableDiffusion base model.

This model provides DreamBooth weights for the GTA-5 style to be used with edge guidance (using ControlNet) in text2video zero.

Weights for Text2Video-Zero

We converted the original weights into diffusers and made them usable for ControlNet with edge guidance using: https://github.com/lllyasviel/ControlNet/discussions/12.

Model Details

Developed by: Levon Khachatryan, Andranik Movsisyan, Vahram Tadevosyan, Roberto Henschel, Zhangyang Wang, Shant Navasardyan and Humphrey Shi
Model type: Dreambooth text-to-image and text-to-video generation model with edge control for text2video zero
Language(s): English
License: The CreativeML OpenRAIL M license.
Model Description: This is a model for text2video zero with edge guidance and gta-5 style. It can be used also with ControlNet in a text-to-image setup with edge guidance.
DreamBoth Keyword: gtav style
Resources for more information: GitHub, Paper, CIVITAI.

Cite as:

@article{text2video-zero,
  title={Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators},
  author={Khachatryan, Levon and Movsisyan, Andranik and Tadevosyan, Vahram and Henschel, Roberto and Wang, Zhangyang and Navasardyan, Shant and Shi, Humphrey},
  journal={arXiv preprint arXiv:2303.13439},
  year={2023}
}

Original Weights

The Dreambooth weights for the GTA-5 style were taken from CIVITAI.

Model Details

Developed by: Quiet_Joker (Username listed on CIVITAI)
Model type: Dreambooth text-to-image generation model
Language(s): English
License: The CreativeML OpenRAIL M license.
Model Description: This is a model that was created using DreamBooth to generate images with GTA-5 style, based on text prompts.
DreamBoth Keyword: gtav style
Resources for more information: CIVITAI.

Biases content acknowledgement:

Beware that Text2Video-Zero may output content that reinforces or exacerbates societal biases, as well as realistic faces, pornography, and violence. Text2Video-Zero in this demo is meant only for research purposes.

Citation

  @article{text2video-zero,
    title={Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators},
    author={Khachatryan, Levon and Movsisyan, Andranik and Tadevosyan, Vahram and Henschel, Roberto and Wang, Zhangyang and Navasardyan, Shant and Shi, Humphrey},
    journal={arXiv preprint arXiv:2303.13439},
    year={2023}
  }