How do these models work, how do they differ from text-to-image models, and what kind of performance can we expect from them? In this blog post, we will discuss the past, present, and future of text-to-video models. We will start by reviewing the differences between the text-...
Reuse and Diffuse: Iterative Denoising for Text-to-Video Generation 1. 介绍本文的主要工作 本文提出了一个名为"Reuse and Diffuse" (简称 VidRD)的新框架,用于更高效地进行文本到视频的生成。这个框架参考了Latent Diffusion Models(LDMs)在图像合成方面的成功。它通过重复使用原始的潜在特征并逐步引入已生成的视...
Text to video : 根据 prompt 生成小视频,利用 damo-vilab 具体玩法的话,我们先看几个 HuggingFace 的示例: 生成图像描述: agent.run("Caption the following image", image=image) 朗读文本: agent.run("Read the following text out loud", text=text) 输入:A beaver is swimming in the water 读取文件:...
用户还可以将工具的代码推送到 Hugging Face Space 或模型存储库,以便直接通过智能体来利用该工具,比如: 文本下载器:从 web URL 下载文本 Text to image : 根据 prompt 生成图像,利用 Stable Diffusion 图像转换:在给定初始图像和 prompt 的情况下修改图像,利用 instruct pix2pix stable diffusion Text to video :...
文生视频是AI领域热点,很多文生视频的大模型都是基于 Huggingface的 diffusers的text to video的pipeline来开发。国内外也有非常多的优秀产品如Runway AI、Pika AI 、可灵King AI、通义千问、智谱的文生视频模型等等。为了方便调用,这篇博客也尝试了使用 PyPI的text2video的python库的Wrapper类进行调用,下面会给大家...
Text to video : 根据 prompt 生成小视频,利用 damo-vilab 具体玩法的话,我们先看几个 HuggingFace 的示例: 生成图像描述: agent.run("Caption the following image", image=image) 朗读文本: agent.run("Read the following text out loud", text=text) ...
Text to video : 根据 prompt 生成小视频,利用 damo-vilab 具体玩法的话,我们先看几个 HuggingFace 的示例: 生成图像描述: 代码语言:javascript 复制 agent.run("Caption the following image",image=image) 朗读文本: 代码语言:javascript 复制 agent.run("Read the following text out loud",text=text) ...
git clone https://huggingface.co/spaces/damo-vilab/modelscope-text-to-video-synthesis cd modelscope-text-to-video-synthesis pip install -r requirements.txt python app.py 这就好了! Modelscope 演示现在已经在你的本地计算机上运行起来了。请注意,Diffusers 支持 ModelScope 文生视频模型,你只需几行代码...
🤗 Transformers provides APIs to quickly download and use those pretrained models on a given text, fine-tune them on your own datasets and then share them with the community on ourmodel hub. At the same time, each python module defining an architecture is fully standalone and can be modifi...
Diffusion Models for Text-to-Video Generation without Text-Video Data (Devi) 228 2022-12-7 30:46 Beyond text - giving Stable Diffusion new abilities (Justin Pinkney) 88 2022-12-7 28:06 High-Resolution Image Synthesis via Two-Stage Generative Models (Robin Rombach) 160 2022-12-...