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README
Apache-2.0

GenVIdeo

一种基于python编写的视频自动生成程序

一、已经实现的功能:

1、文字转视频

任意输入或者利用爬虫爬取一段文字语料,首先将其生成音频,然后将这段音频生成视频并添加字幕。
音频中可加入各种声效,视频可换任意背景图

2、音频转视频

输入一段音频,语音识别生成文字,然后生成对应的字幕视频。

3、快速生成动态排名数据可视化视频

运用movie中的模块将matplotlib画出的图表变成动画,效果如下链接所示: (https://github.com/qihao123/GenVIdeo/video_example/Historical_ranking_data_visualization_example.mp4)

二、接下来想要实现的功能

功能1:新闻视频快速生成

对于新发生的新闻内容进行爬取,然后将文字转语音,根据图片生成视频,并添加字幕.(新闻类型可选)

功能2:房产/汽车/商品,图片+介绍文字进行视频生成+精准投放

根据商品图片&文字描述,生成视频简介。精准投放需投放平台支持,提供相关数据。

功能3:音视频分离,音频分离

目前支持分离鼓声、人声、伴奏、钢琴声、其他声音。详情见spleeter库

功能4:视频风格转移

爬取或自己上传视频,逐帧进行图像风格转移并拼接,整体转漫画风,梵高风等

功能5:统计排名类视频制作

爬取相关统计年鉴数据批量制作统计类视频。之前做的效果不是很好,需要进行改版。

功能6:视频分发

接入不同平台的视频上传接口,将自动制作的视频进行分发上传。(平台可定制开发)

功能七:视频播放数据分析

将视频播放数据进行定时采集,分析视频热度情况,并进行针对性制作。

三、平台相关

1、web端

目前有在规划该项目的落地方案,目前考虑的就是编写web端应用,在web端实现上述功能。
业务上的东西我也是一知半解的。故需要志同道合的小伙伴一起来完成这个事情。
如果有感兴趣的产品经理、前端工程师、后端工程师、音视频处理工程师、新媒体运营等,只要感兴趣都可以一起聊聊。
ps:最好先发个邮件介绍一下你自己哦!

2、手机端/小程序

手机端,我规划是主要用于相关数据与关键指标的展示。

四、目前需要的python依赖:

moviepy,pymysql,json,jieba,urllib,librosa,uuid,datatime,baidu-aip,spleeter moviepy运行前还需要安装imagemagick的应用程序,在ImageMagic文件夹下,moviepy安装还需要修改一些配置,请自行查阅相关方法
有问题请提issue,或发邮件至qihoo2017@gmail.com
ps:发送邮件请注明来意。


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简介

快速高效的生成抖音,快手,火山,西瓜视频;批量制作新闻资讯,笑话等短视频;视频风格转移;动态排名视频;视频批量上传,批量发布 展开 收起
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