基本思想:最近思索做个产品,因此前期调研相关技术,准备开干,,呦呦呦

http://dranger.com/ffmpeg/tutorial01.html

1:虚拟机设置USB3.1

2:虚拟机设置摄像头连接

3:虚拟机打开摄像头

ubuntu@ubuntu:~$ cheese(cheese:6540): Gdk-WARNING **: 18:38:34.397: Native Windows taller than 65535 pixels are not supported

一、使用nginx搭建流媒体服务器

ubuntu@ubuntu:~/Downloads/demo$ wget http://nginx.org/download/nginx-1.17.3.tar.gz
ubuntu@ubuntu:~/Downloads/demo$ tar -zxvf nginx-1.17.3.tar.gz
ubuntu@ubuntu:~/Downloads/demo$ cd nginx-1.17.3/
ubuntu@ubuntu:~/Downloads/demo/nginx-1.17.3$ git clone https://github.com/arut/nginx-rtmp-module
ubuntu@ubuntu:~/Downloads/demo/nginx-1.17.3$ ./configure --add-module=nginx-rtmp-module
ubuntu@ubuntu:~/Downloads/demo/nginx-1.17.3$ make
ubuntu@ubuntu:~/Downloads/demo/nginx-1.17.3$ sudo make install

然后修改一下配置 配置文件

ubuntu@ubuntu:~/Downloads/demo/nginx-1.17.3$ sudo gedit /usr/local/nginx/conf/nginx.conf

源文件


#user  nobody;
worker_processes  1;#error_log  logs/error.log;
#error_log  logs/error.log  notice;
#error_log  logs/error.log  info;#pid        logs/nginx.pid;events {worker_connections  1024;
}http {include       mime.types;default_type  application/octet-stream;#log_format  main  '$remote_addr - $remote_user [$time_local] "$request" '#                  '$status $body_bytes_sent "$http_referer" '#                  '"$http_user_agent" "$http_x_forwarded_for"';#access_log  logs/access.log  main;sendfile        on;#tcp_nopush     on;#keepalive_timeout  0;keepalive_timeout  65;#gzip  on;server {listen       80;server_name  localhost;#charset koi8-r;#access_log  logs/host.access.log  main;location / {root   html;index  index.html index.htm;}#error_page  404              /404.html;# redirect server error pages to the static page /50x.html#error_page   500 502 503 504  /50x.html;location = /50x.html {root   html;}# proxy the PHP scripts to Apache listening on 127.0.0.1:80##location ~ \.php$ {#    proxy_pass   http://127.0.0.1;#}# pass the PHP scripts to FastCGI server listening on 127.0.0.1:9000##location ~ \.php$ {#    root           html;#    fastcgi_pass   127.0.0.1:9000;#    fastcgi_index  index.php;#    fastcgi_param  SCRIPT_FILENAME  /scripts$fastcgi_script_name;#    include        fastcgi_params;#}# deny access to .htaccess files, if Apache's document root# concurs with nginx's one##location ~ /\.ht {#    deny  all;#}}# another virtual host using mix of IP-, name-, and port-based configuration##server {#    listen       8000;#    listen       somename:8080;#    server_name  somename  alias  another.alias;#    location / {#        root   html;#        index  index.html index.htm;#    }#}# HTTPS server##server {#    listen       443 ssl;#    server_name  localhost;#    ssl_certificate      cert.pem;#    ssl_certificate_key  cert.key;#    ssl_session_cache    shared:SSL:1m;#    ssl_session_timeout  5m;#    ssl_ciphers  HIGH:!aNULL:!MD5;#    ssl_prefer_server_ciphers  on;#    location / {#        root   html;#        index  index.html index.htm;#    }#}}

修改之后

#user  nobody;
worker_processes  1;#error_log  logs/error.log;
#error_log  logs/error.log  notice;
#error_log  logs/error.log  info;#pid        logs/nginx.pid;events {worker_connections  1024;
}
rtmp {server {listen 1935;chunk_size 4000;application play {play /usr/local/nginx/html/play;}application hls {live on;hls on;hls_path /usr/local/nginx/html/hls;hls_fragment 1s;hls_playlist_length 4s;}application live {live on;}}
}http {include       mime.types;default_type  application/octet-stream;#log_format  main  '$remote_addr - $remote_user [$time_local] "$request" '#                  '$status $body_bytes_sent "$http_referer" '#                  '"$http_user_agent" "$http_x_forwarded_for"';#access_log  logs/access.log  main;sendfile        on;#tcp_nopush     on;#keepalive_timeout  0;keepalive_timeout  65;#gzip  on;server {listen       80;server_name  localhost;location /stat {rtmp_stat all;rtmp_stat_stylesheet stat.xsl;}location /stat.xsl {# XML stylesheet to view RTMP stats.# Copy stat.xsl wherever you want# and put the full directory path hereroot /usr/local/nginx-rtmp-module;}location /hls {# Serve HLS fragmentstypes {application/vnd.apple.mpegurl m3u8;video/mp2t ts;}root /usr/local/nginx/html;add_header Cache-Control no-cache;}#charset koi8-r;#access_log  logs/host.access.log  main;location / {root   html;index  index.html index.htm;}#error_page  404              /404.html;# redirect server error pages to the static page /50x.html#error_page   500 502 503 504  /50x.html;location = /50x.html {root   html;}# proxy the PHP scripts to Apache listening on 127.0.0.1:80##location ~ \.php$ {#    proxy_pass   http://127.0.0.1;#}# pass the PHP scripts to FastCGI server listening on 127.0.0.1:9000##location ~ \.php$ {#    root           html;#    fastcgi_pass   127.0.0.1:9000;#    fastcgi_index  index.php;#    fastcgi_param  SCRIPT_FILENAME  /scripts$fastcgi_script_name;#    include        fastcgi_params;#}# deny access to .htaccess files, if Apache's document root# concurs with nginx's one##location ~ /\.ht {#    deny  all;#}}# another virtual host using mix of IP-, name-, and port-based configuration##server {#    listen       8000;#    listen       somename:8080;#    server_name  somename  alias  another.alias;#    location / {#        root   html;#        index  index.html index.htm;#    }#}# HTTPS server##server {#    listen       443 ssl;#    server_name  localhost;#    ssl_certificate      cert.pem;#    ssl_certificate_key  cert.key;#    ssl_session_cache    shared:SSL:1m;#    ssl_session_timeout  5m;#    ssl_ciphers  HIGH:!aNULL:!MD5;#    ssl_prefer_server_ciphers  on;#    location / {#        root   html;#        index  index.html index.htm;#    }#}}

启动Nginx

ubuntu@ubuntu:$ sudo ./usr/local/nginx/sbin/nginx -c /usr/local/nginx/conf/nginx.conf
或者
ubuntu@ubuntu:/usr/local/nginx/sbin$ sudo ./nginx -c /usr/local/nginx/conf/nginx.conf

查看一下nginx 是否启动

ubuntu@ubuntu:/usr/local/nginx$ ps -ef | grep nginx
root      179285    2171  0 20:25 ?        00:00:00 nginx: master process ./sbin/nginx -c conf/nginx.conf
nobody    179286  179285  0 20:25 ?        00:00:00 nginx: worker process
nobody    179287  179285  0 20:25 ?        00:00:00 nginx: cache manager process
ubuntu    183898   18309  0 20:33 pts/0    00:00:00 grep --color=auto nginx

输入ip地址确定一下是否启动nginx (服务器的地址=本地的ip地址)

http://192.168.8.185:80

然后我愉快的推送视频流吧

使用本地的主机(192.168.10.99)和视频向服务器(192.168.8.185)推送摄像头的视频流

ubuntu@ubuntu:/usr/local/nginx/html$ ffmpeg -f video4linux2 -i /dev/video0 -f flv rtmp://192.168.8.185/live/livestream

如果出现错误

Cannot read RTMP handshake response.

检查一下端口是否正确

百度下载smplayer播放器,在open---》URL输入推流地址也可以添加端口 rtmp://192.168.8.185:1935/live/livestream

使用smplayer播放器 输入

就看到从树莓派推送过来的视频流了(我是在单个主机上验证的 存在延迟)

在本地可以使用python代码访问到远程服务器(192.168.8.185)服务的视频流

import cv2
cap = cv2.VideoCapture("rtmp://ubuntu:ubuntu@192.168.8.185:1935/live/livestream")
ret, frame = cap.read()
while ret:ret, frame = cap.read()cv2.imshow("frame",frame)if cv2.waitKey(1) & 0xFF == ord('q'):break
cv2.destroyAllWindows()
cap.release()

推送视频也同样如此

ubuntu@ubuntu:/usr/local/nginx/html$ ffmpeg -re -i /home/ubuntu/test.mp4 -vcodec copy -f flv rtmp://192.168.8.185/live/livestream

同样python脚本读一下

​
import cv2
cap = cv2.VideoCapture("rtmp://ubuntu:ubuntu@192.168.8.185:1935/live/livestream")
ret, frame = cap.read()
while ret:ret, frame = cap.read()cv2.imshow("frame",frame)if cv2.waitKey(1) & 0xFF == ord('q'):break
cv2.destroyAllWindows()
cap.release()​

二、使用SRC的搭建流服务器(注意端口和nginx的端口区分开)

ubuntu@ubuntu:~$ git clone https://gitee.com/winlinvip/srs.oschina.git srs
ubuntu@ubuntu:~/srs/trunk$ cd trunk
ubuntu@ubuntu:~/srs/trunk$./configure && make
.....
make[2]: Leaving directory '/home/ps/TESTINT8YOL5/srs/trunk'
The build summary:+------------------------------------------------------------------------------------For SRS benchmark, gperf, gprof and valgrind, please read:http://blog.csdn.net/win_lin/article/details/53503869+------------------------------------------------------------------------------------|The main server usage: ./objs/srs -c conf/srs.conf, start the srs server|     About HLS, please read https://github.com/ossrs/srs/wiki/v2_CN_DeliveryHLS|     About DVR, please read https://github.com/ossrs/srs/wiki/v3_CN_DVR|     About SSL, please read https://github.com/ossrs/srs/wiki/v1_CN_RTMPHandshake|     About transcoding, please read https://github.com/ossrs/srs/wiki/v3_CN_FFMPEG|     About ingester, please read https://github.com/ossrs/srs/wiki/v1_CN_Ingest|     About http-callback, please read https://github.com/ossrs/srs/wiki/v3_CN_HTTPCallback|     Aoubt http-server, please read https://github.com/ossrs/srs/wiki/v2_CN_HTTPServer|     About http-api, please read https://github.com/ossrs/srs/wiki/v3_CN_HTTPApi|     About stream-caster, please read https://github.com/ossrs/srs/wiki/v2_CN_Streamer|     (Disabled) About VALGRIND, please read https://github.com/ossrs/state-threads/issues/2+------------------------------------------------------------------------------------
binaries, please read https://github.com/ossrs/srs/wiki/v2_CN_Build
You can:./objs/srs -c conf/srs.confto start the srs server, with config conf/srs.conf.
make[1]: Leaving directory '/home/ps/TESTINT8YOL5/srs/trunk'
ubuntu@ubuntu:~/srs/trunk$ ./objs/srs -c conf/rtmp.conf
[2021-04-27 10:57:36.988][Trace][31474][c43653i4] XCORE-SRS/5.0.1(Leo)
[2021-04-27 10:57:36.988][Trace][31474][c43653i4] config parse complete
[2021-04-27 10:57:36.988][Trace][31474][c43653i4] write log to console
[2021-04-27 10:57:36.988][Trace][31474][c43653i4][MAIN] SRS/5.0.1(Leo), MIT
[2021-04-27 10:57:36.988][Trace][31474][c43653i4] authors: Winlin,Wenjie,Runner365,John,B.P.Y,Lixin
[2021-04-27 10:57:36.988][Trace][31474][c43653i4] contributors: winlin<winlin@vip.126.com> wenjie.zhao<740936897@qq.com> xiangcheng.liu<liuxc0116@foxmail.com> naijia.liu<youngcow@youngcow.net> alcoholyi<alcoholyi@qq.com> byteman<wangchen2011@gmail.com> chad.wang<chad.wang.cn@gmail.com> suhetao<suhetao@gmail.com> Joh
....

三、使用代码推流也还可以c+++srs

代码来自:简单的ffmpeg推流(C++实现)_我要出家当道士-CSDN博客_c++ ffmpeg 推流

/*** 最简单的基于FFmpeg的推流器(推送RTMP)* Simplest FFmpeg Streamer (Send RTMP)* * 雷霄骅 Lei Xiaohua  神级人物  怀念你 。。。。* leixiaohua1020@126.com* 中国传媒大学/数字电视技术*/#include <stdio.h>#define __STDC_CONSTANT_MACROS#ifdef _WIN32
//Windows
extern "C"
{
#include "libavformat/avformat.h"
#include "libavutil/mathematics.h"
#include "libavutil/time.h"
};
#else
//Linux...
#ifdef __cplusplus
extern "C"
{
#endif
#include <libavformat/avformat.h>
#include <libavutil/mathematics.h>
#include <libavutil/time.h>
#ifdef __cplusplus
};
#endif
#endifint main(int argc, char* argv[])
{AVOutputFormat *ofmt = NULL;//输入对应一个AVFormatContext,输出对应一个AVFormatContext//(Input AVFormatContext and Output AVFormatContext)AVFormatContext *ifmt_ctx = NULL, *ofmt_ctx = NULL;//* AVFormatContext是一个统筹全局的结构, 包含一些视频文件名,视频时长,视频码率等封装格式信息。AVPacket pkt;const char *in_filename, *out_filename;int ret, i;int videoindex=-1;int frame_index=0;int64_t start_time=0;//in_filename  = "cuc_ieschool.mov";//in_filename  = "cuc_ieschool.mkv";//in_filename  = "cuc_ieschool.ts";//in_filename  = "cuc_ieschool.mp4";//in_filename  = "cuc_ieschool.h264";in_filename  = "./1.mp4";//输入URL(Input file URL)//in_filename  = "shanghai03_p.h264";out_filename = "rtmp://ubuntu:ubuntu@192.168.2.101/live/livestream";//输出 URL(Output URL)[RTMP]//out_filename = "rtp://233.233.233.233:6666";//输出 URL(Output URL)[UDP]av_register_all();//Network 这里注册了所有的文件格式和编解码器的库avformat_network_init();//输入(Input)if ((ret = avformat_open_input(&ifmt_ctx, in_filename, 0, 0)) < 0) {printf( "Could not open input file.");goto end;}/*ps:函数调用成功之后处理过的AVFormatContext结构体
file:打开的视音频流的URL
fmt:强制指定AVFormatContext中AVInputFormat的。这个参数一般情况下可以设置为NULL,这样FFmpeg可以自动检测AVInputFormatdictionay:附加的一些选项,一般情况下可以设置为NULL
*/if ((ret = avformat_find_stream_info(ifmt_ctx, 0)) < 0) {printf( "Failed to retrieve input stream information");goto end;}/*ic:输入的AVFormatContext。
options:额外的选项,目前没有深入研究过。 */for(i=0; i<ifmt_ctx->nb_streams; i++) if(ifmt_ctx->streams[i]->codec->codec_type==AVMEDIA_TYPE_VIDEO){videoindex=i;break;}/*仅仅处理视频流,而不是音频流。查找视频流的id。*/av_dump_format(ifmt_ctx, 0, in_filename, 0);/*打印关于输入或输出格式的详细信息*///输出(Output)avformat_alloc_output_context2(&ofmt_ctx, NULL, "flv", out_filename); //RTMP/*ctx:函数调用成功之后创建的AVFormatContext结构体。
oformat:指定AVFormatContext中的AVOutputFormat,用于确定输出格式。如果指定为NULL,可以设定后两个参数(format_name或者filename)由FFmpeg猜测输出格式。
PS:使用该参数需要自己手动获取AVOutputFormat,相对于使用后两个参数来说要麻烦一些。
format_name:指定输出格式的名称。根据格式名称,FFmpeg会推测输出格式。输出格式可以是“flv”,“mkv”等等。
filename:指定输出文件的名称。根据文件名称,FFmpeg会推测输出格式。文件名称可以是“xx.flv”,“yy.mkv”等等。
函数执行成功的话,其返回值大于等于0。  *///avformat_alloc_output_context2(&ofmt_ctx, NULL, "mpegts", out_filename);//UDPif (!ofmt_ctx) {printf( "Could not create output context\n");ret = AVERROR_UNKNOWN;goto end;}ofmt = ofmt_ctx->oformat;for (i = 0; i < ifmt_ctx->nb_streams; i++) {//根据输入流创建输出流(Create output AVStream according to input AVStream)AVStream *in_stream = ifmt_ctx->streams[i];AVStream *out_stream = avformat_new_stream(ofmt_ctx, in_stream->codec->codec);if (!out_stream) {printf( "Failed allocating output stream\n");ret = AVERROR_UNKNOWN;goto end;}//复制AVCodecContext的设置(Copy the settings of AVCodecContext)ret = avcodec_copy_context(out_stream->codec, in_stream->codec);if (ret < 0) {printf( "Failed to copy context from input to output stream codec context\n");goto end;}out_stream->codec->codec_tag = 0;if (ofmt_ctx->oformat->flags & AVFMT_GLOBALHEADER)out_stream->codec->flags |= AV_CODEC_FLAG_GLOBAL_HEADER;}//Dump Format------------------av_dump_format(ofmt_ctx, 0, out_filename, 1);//打开输出URL(Open output URL)if (!(ofmt->flags & AVFMT_NOFILE)) {ret = avio_open(&ofmt_ctx->pb, out_filename, AVIO_FLAG_WRITE);if (ret < 0) {printf( "Could not open output URL '%s'", out_filename);goto end;}}//写文件头(Write file header)ret = avformat_write_header(ofmt_ctx, NULL);if (ret < 0) {printf( "Error occurred when opening output URL\n");goto end;}start_time=av_gettime();while (1) {AVStream *in_stream, *out_stream;//获取一个AVPacket(Get an AVPacket)ret = av_read_frame(ifmt_ctx, &pkt);if (ret < 0)break;//FIX:No PTS (Example: Raw H.264)//Simple Write PTSif(pkt.pts==AV_NOPTS_VALUE){//Write PTSAVRational time_base1=ifmt_ctx->streams[videoindex]->time_base;//Duration between 2 frames (us)int64_t calc_duration=(double)AV_TIME_BASE/av_q2d(ifmt_ctx->streams[videoindex]->r_frame_rate);//Parameterspkt.pts=(double)(frame_index*calc_duration)/(double)(av_q2d(time_base1)*AV_TIME_BASE);pkt.dts=pkt.pts;pkt.duration=(double)calc_duration/(double)(av_q2d(time_base1)*AV_TIME_BASE);}//Important:Delayif(pkt.stream_index==videoindex){AVRational time_base=ifmt_ctx->streams[videoindex]->time_base;AVRational time_base_q={1,AV_TIME_BASE};int64_t pts_time = av_rescale_q(pkt.dts, time_base, time_base_q);int64_t now_time = av_gettime() - start_time;if (pts_time > now_time)av_usleep(pts_time - now_time);}in_stream  = ifmt_ctx->streams[pkt.stream_index];out_stream = ofmt_ctx->streams[pkt.stream_index];/* copy packet *///转换PTS/DTS(Convert PTS/DTS)pkt.pts = av_rescale_q_rnd(pkt.pts, in_stream->time_base, out_stream->time_base, (AVRounding)(AV_ROUND_NEAR_INF|AV_ROUND_PASS_MINMAX));pkt.dts = av_rescale_q_rnd(pkt.dts, in_stream->time_base, out_stream->time_base, (AVRounding)(AV_ROUND_NEAR_INF|AV_ROUND_PASS_MINMAX));pkt.duration = av_rescale_q(pkt.duration, in_stream->time_base, out_stream->time_base);pkt.pos = -1;//Print to Screenif(pkt.stream_index==videoindex){printf("Send %8d video frames to output URL\n",frame_index);frame_index++;}//ret = av_write_frame(ofmt_ctx, &pkt);ret = av_interleaved_write_frame(ofmt_ctx, &pkt);if (ret < 0) {printf( "Error muxing packet\n");break;}av_free_packet(&pkt);}//写文件尾(Write file trailer)av_write_trailer(ofmt_ctx);
end:avformat_close_input(&ifmt_ctx);/* close output */if (ofmt_ctx && !(ofmt->flags & AVFMT_NOFILE))avio_close(ofmt_ctx->pb);avformat_free_context(ofmt_ctx);if (ret < 0 && ret != AVERROR_EOF) {printf( "Error occurred.\n");return -1;}return 0;
}

编译命令为:

ubuntu@ZhanHM:$ g++ ffmpegTest.cpp -lavformat -lavcodec -lswscale -lavutil -lz

三、测试了一个yolo3的检测效果,小小树莓派推流还是很给力的;详细操作参考一二自行操作

树莓派使用nanodet单纯做检测大概在238~278ms左右,要是追加ffmpeg进行推流大概在400-500ms左右

源代码:https://github.com/ultralytics/yolov3

Torch1.7安装whl

链接:https://pan.baidu.com/s/1DGftm6QGDbjLkxmOiE1MRw 
提取码:hkb5 
复制这段内容后打开百度网盘手机App,操作更方便哦

四、Android 代码推流

https://blog.csdn.net/sxj731533730/article/details/117378441

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