PaddleBoBo是基于PaddlePaddle和PaddleSpeech、PaddleGAN等开发套件的虚拟主播快速生成项目

Related tags

Deep LearningPaddleBoBo
Overview

PaddleBoBo - 元宇宙时代，你也可以动手做一个虚拟主播。

python version GitHub Repo stars 支持系统

PaddleBoBo是基于飞桨PaddlePaddle深度学习框架和PaddleSpeech、PaddleGAN等开发套件的虚拟主播快速生成项目。PaddleBoBo致力于简单高效、可复用性强，只需要一张带人像的图片和一段文字，就能快速生成一个虚拟主播的视频；并能通过简单的二次开发更改文字输入，实现视频实时生成和实时直播功能。

应用案例

运行环境

  • 飞桨AIStudio在线运行 (强烈推荐，Tesla V100冲！！！)
  • 自建本地环境
    • Windows 10
    • Python 3.7+
    • PaddlePaddle >= 2.2.1
    • Nvidia显卡 显存16G+（没测试过，希望有显卡的土豪大佬们反馈下）

快速开始

1.安装依赖包

pip install ppgan paddlespeech

2.配置文件(default.yaml)

GANDRIVING:
  FOM_INPUT_IMAGE: './file/input/test.png' #带人脸的静态图
  FOM_DRIVING_VIDEO: './file/input/zimeng.mp4' #用作表情迁移的参考视频
  FOM_OUTPUT_VIDEO: './file/input/test.mp4' #表情迁移后的视频输出路径

SAVEPATH:
  VIDEO_SAVE_PATH: './file/output/video/' #保存音频的路径
  AUDIO_SAVE_PATH: './file/output/audio/' #保存生成虚拟主播视频的路径

3.让静态人脸动起来

python create_virtual_human.py --config default.yaml

4.通用版本生成

python general_demo.py \
    --human ./file/input/test.mp4 \
    --output output.mp4 \
    --text 各位开发者大家好，欢迎使用飞桨。
参数 参数说明
human 第3步生成的人脸视频路径
output 生成虚拟主播视频的输出路径
text 虚拟主播语音文本

案例库

AI财经新闻主播

* 运行news_app.py 持续采集同花顺新闻数据并生成视频
* 运行play.py 实时和循环播放生成的视频

更多应用案例正在开发中，欢迎开发者投稿

TODO LIST

最近有点累，如果大佬们有什么想法的话可以提Issue，同时也欢迎PR。

参考资料

Owner
GitHub Repository
The 1st Place Solution of the Facebook AI Image Similarity Challenge (ISC21) : Descriptor Track.

ISC21-Descriptor-Track-1st The 1st Place Solution of the Facebook AI Image Similarity Challenge (ISC21) : Descriptor Track. You can check our solution

lyakaap 75 Jan 08, 2023
A python library for self-supervised learning on images.

Lightly is a computer vision framework for self-supervised learning. We, at Lightly, are passionate engineers who want to make deep learning more effi

Lightly 2k Jan 08, 2023
Pytorch implementation of MaskFlownet

MaskFlownet-Pytorch Unofficial PyTorch implementation of MaskFlownet (https://github.com/microsoft/MaskFlownet). Tested with: PyTorch 1.5.0 CUDA 10.1

Daniele Cattaneo 84 Nov 02, 2022
Extremely easy multi instancing software for minecraft speedrunning.

Easy Multi Extremely easy multi/single instancing software for minecraft speedrunning. A couple of goals of this project: Setup multi in minutes No fi

Duncan 8 Jul 16, 2022
Action Segmentation Evaluation

Reference Action Segmentation Evaluation Code This repository contains the reference code for action segmentation evaluation. If you have a bug-fix/im

5 May 22, 2022
Pytorch code for our paper Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains)

Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains (ICLR'2022) This is the Pytorch code for our paper Beyond ImageNet

Alibaba-AAIG 37 Nov 23, 2022
This repository contains a PyTorch implementation of "AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis".

AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis | Project Page | Paper | PyTorch implementation for the paper "AD-NeRF: Audio

551 Dec 29, 2022
基于PaddleClas实现垃圾分类，并转换为inference格式用PaddleHub服务端部署

百度网盘链接及提取码： 链接：https://pan.baidu.com/s/1HKpgakNx1hNlOuZJuW6T1w 提取码：wylx 一个垃圾分类项目带你玩转飞桨多个产品（1） 基于PaddleClas实现垃圾分类，导出inference模型并利用PaddleHub Serving进行服务

thomas-yanxin 22 Jul 12, 2022
Code for NAACL 2021 full paper "Efficient Attentions for Long Document Summarization"

LongDocSum Code for NAACL 2021 paper "Efficient Attentions for Long Document Summarization" This repository contains data and models needed to reprodu

56 Jan 02, 2023
Machine Learning Toolkit for Kubernetes

Kubeflow the cloud-native platform for machine learning operations - pipelines, training and deployment. Documentation Please refer to the official do

Kubeflow 12.1k Jan 03, 2023
SIR model parameter estimation using a novel algorithm for differentiated uniformization.

TenSIR Parameter estimation on epidemic data under the SIR model using a novel algorithm for differentiated uniformization of Markov transition rate m

The Spang Lab 4 Nov 30, 2022
Official Implementation of "LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks"

LUNAR Official Implementation of "LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks" Adam Goodge, Bryan Hooi, Ng See Kiong and

Adam Goodge 25 Dec 28, 2022
AI-UPV at IberLEF-2021 EXIST task: Sexism Prediction in Spanish and English Tweets Using Monolingual and Multilingual BERT and Ensemble Models

AI-UPV at IberLEF-2021 EXIST task: Sexism Prediction in Spanish and English Tweets Using Monolingual and Multilingual BERT and Ensemble Models Descrip

Angel de Paula 1 Jun 08, 2022
Example of a Quantum LSTM

Example of a Quantum LSTM

Riccardo Di Sipio 36 Oct 31, 2022
The story of Chicken for Club Bing

Chicken Story tl;dr: The time when Microsoft banned my entire country for cheating at Club Bing. (A lot of the details are from memory so I've recreat

Eyal 142 May 16, 2022
Transport Mode detection - can detect the mode of transport with the help of features such as acceeration,jerk etc

title emoji colorFrom colorTo sdk app_file pinned Transport_Mode_Detector 🚀 purple yellow gradio app.py false Configuration title: string Display tit

Nishant Rajadhyaksha 3 Jan 16, 2022
A large dataset of 100k Google Satellite and matching Map images, resembling pix2pix's Google Maps dataset.

Larger Google Sat2Map dataset This dataset extends the aerial ⟷ Maps dataset used in pix2pix (Isola et al., CVPR17). The provide script download_sat2m

34 Dec 28, 2022
Official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR)

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

12 Jan 13, 2022
Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.

Smaller Multilingual Transformers This repository shares smaller versions of multilingual transformers that keep the same representations offered by t

Geotrend 79 Dec 28, 2022
D²Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos

D²Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos This repository contains the implementation for "D²Conv3D: Dynamic Dilated Co

17 Oct 20, 2022