Javascript 在客户端视频源的各个帧上运行python脚本
我有一个python程序来分析一个图像来检测一张卡,它返回一个卡的参考图像的url。我想在服务器上托管这个程序,这样任何客户端都可以远程访问服务器,并在其视频提要上运行脚本,显示python代码生成的图像。我在从视频提要提取单个帧并将其作为参数传递给python脚本时遇到问题。我曾尝试使用pythonshell传递帧,但视频流托管在script.js中,我想在server.js中运行python程序 python程序名为“card_detection.py”,位于同一目录中。最好将opencv mat图像作为参数 如果我可以从script.js获取视频提要,那么是否可以将以下代码放在server.js中以运行card_detection.pyJavascript 在客户端视频源的各个帧上运行python脚本,javascript,python,node.js,sockets,Javascript,Python,Node.js,Sockets,我有一个python程序来分析一个图像来检测一张卡,它返回一个卡的参考图像的url。我想在服务器上托管这个程序,这样任何客户端都可以远程访问服务器,并在其视频提要上运行脚本,显示python代码生成的图像。我在从视频提要提取单个帧并将其作为参数传递给python脚本时遇到问题。我曾尝试使用pythonshell传递帧,但视频流托管在script.js中,我想在server.js中运行python程序 python程序名为“card_detection.py”,位于同一目录中。最好将opencv
let options = {
mode: 'text',
pythonOptions: ['-u'],
args: [image]
};
PythonShell.run('card_detector.py', options, function (err, result){
if (err) throw err;
console.log('result: ', result.toString());
io.emit(result.toString())
});
感谢您的帮助!抱歉,我没有使用JS或HTML的经验
server.js
const express = require('express')
const app = express()
const server = require('http').Server(app)
const io = require('socket.io')(server)
const { v4: uuidV4 } = require('uuid')
const {PythonShell} =require('python-shell');
app.set('view engine', 'ejs')
app.use(express.static('public'))
app.get('/', (req, res) => {
res.redirect(`/${uuidV4()}`)
})
app.get('/:room', (req, res) => {
res.render('room', { roomId: req.params.room })
})
io.on('connection', socket => {
socket.on('join-room', (roomId, userId) => {
socket.join(roomId)
socket.to(roomId).broadcast.emit('user-connected', userId)
socket.on('disconnect', () => {
socket.to(roomId).broadcast.emit('user-disconnected', userId)
})
})
})
server.listen(3000)
const socket = io('/')
const videoGrid = document.getElementById('video-grid')
const myPeer = new Peer(undefined, {
host: '/',
port: '3001'
})
const myVideo = document.createElement('video')
myVideo.muted = true
const peers = {}
navigator.mediaDevices.getUserMedia({
video: true,
audio: false
}).then(stream => {
addVideoStream(myVideo, stream)
myPeer.on('call', call => {
call.answer(stream)
const video = document.createElement('video')
call.on('stream', userVideoStream => {
addVideoStream(video, userVideoStream)
})
})
socket.on('user-connected', userId => {
connectToNewUser(userId, stream)
console.log(userId)
})
})
socket.on('user-disconnected', userId => {
if (peers[userId]) peers[userId].close()
})
myPeer.on('open', id => {
socket.emit('join-room', ROOM_ID, id)
})
function connectToNewUser(userId, stream) {
const call = myPeer.call(userId, stream)
const video = document.createElement('video')
call.on('stream', userVideoStream => {
addVideoStream(video, userVideoStream)
})
call.on('close', () => {
video.remove()
})
peers[userId] = call
}
function addVideoStream(video, stream) {
video.srcObject = stream
video.addEventListener('loadedmetadata', () => {
video.play()
})
videoGrid.append(video)
}
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta http-equiv="X-UA-Compatible" content="ie=edge">
<script>
const ROOM_ID = "<%= roomId %>"
</script>
<script defer src="https://unpkg.com/peerjs@1.2.0/dist/peerjs.min.js"></script>
<script src="/socket.io/socket.io.js" defer></script>
<script src="script.js" defer></script>
<title>Document</title>
<style>
#video-grid {
display: grid;
grid-template-columns: repeat(auto-fill, 300px);
grid-auto-rows: 300px;
}
video {
width: 100%;
height: 100%;
object-fit: cover;
}
</style>
</head>
<body>
<div id="video-grid"></div>
</body>
</html>
script.js
const express = require('express')
const app = express()
const server = require('http').Server(app)
const io = require('socket.io')(server)
const { v4: uuidV4 } = require('uuid')
const {PythonShell} =require('python-shell');
app.set('view engine', 'ejs')
app.use(express.static('public'))
app.get('/', (req, res) => {
res.redirect(`/${uuidV4()}`)
})
app.get('/:room', (req, res) => {
res.render('room', { roomId: req.params.room })
})
io.on('connection', socket => {
socket.on('join-room', (roomId, userId) => {
socket.join(roomId)
socket.to(roomId).broadcast.emit('user-connected', userId)
socket.on('disconnect', () => {
socket.to(roomId).broadcast.emit('user-disconnected', userId)
})
})
})
server.listen(3000)
const socket = io('/')
const videoGrid = document.getElementById('video-grid')
const myPeer = new Peer(undefined, {
host: '/',
port: '3001'
})
const myVideo = document.createElement('video')
myVideo.muted = true
const peers = {}
navigator.mediaDevices.getUserMedia({
video: true,
audio: false
}).then(stream => {
addVideoStream(myVideo, stream)
myPeer.on('call', call => {
call.answer(stream)
const video = document.createElement('video')
call.on('stream', userVideoStream => {
addVideoStream(video, userVideoStream)
})
})
socket.on('user-connected', userId => {
connectToNewUser(userId, stream)
console.log(userId)
})
})
socket.on('user-disconnected', userId => {
if (peers[userId]) peers[userId].close()
})
myPeer.on('open', id => {
socket.emit('join-room', ROOM_ID, id)
})
function connectToNewUser(userId, stream) {
const call = myPeer.call(userId, stream)
const video = document.createElement('video')
call.on('stream', userVideoStream => {
addVideoStream(video, userVideoStream)
})
call.on('close', () => {
video.remove()
})
peers[userId] = call
}
function addVideoStream(video, stream) {
video.srcObject = stream
video.addEventListener('loadedmetadata', () => {
video.play()
})
videoGrid.append(video)
}
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta http-equiv="X-UA-Compatible" content="ie=edge">
<script>
const ROOM_ID = "<%= roomId %>"
</script>
<script defer src="https://unpkg.com/peerjs@1.2.0/dist/peerjs.min.js"></script>
<script src="/socket.io/socket.io.js" defer></script>
<script src="script.js" defer></script>
<title>Document</title>
<style>
#video-grid {
display: grid;
grid-template-columns: repeat(auto-fill, 300px);
grid-auto-rows: 300px;
}
video {
width: 100%;
height: 100%;
object-fit: cover;
}
</style>
</head>
<body>
<div id="video-grid"></div>
</body>
</html>
room.ejs
const express = require('express')
const app = express()
const server = require('http').Server(app)
const io = require('socket.io')(server)
const { v4: uuidV4 } = require('uuid')
const {PythonShell} =require('python-shell');
app.set('view engine', 'ejs')
app.use(express.static('public'))
app.get('/', (req, res) => {
res.redirect(`/${uuidV4()}`)
})
app.get('/:room', (req, res) => {
res.render('room', { roomId: req.params.room })
})
io.on('connection', socket => {
socket.on('join-room', (roomId, userId) => {
socket.join(roomId)
socket.to(roomId).broadcast.emit('user-connected', userId)
socket.on('disconnect', () => {
socket.to(roomId).broadcast.emit('user-disconnected', userId)
})
})
})
server.listen(3000)
const socket = io('/')
const videoGrid = document.getElementById('video-grid')
const myPeer = new Peer(undefined, {
host: '/',
port: '3001'
})
const myVideo = document.createElement('video')
myVideo.muted = true
const peers = {}
navigator.mediaDevices.getUserMedia({
video: true,
audio: false
}).then(stream => {
addVideoStream(myVideo, stream)
myPeer.on('call', call => {
call.answer(stream)
const video = document.createElement('video')
call.on('stream', userVideoStream => {
addVideoStream(video, userVideoStream)
})
})
socket.on('user-connected', userId => {
connectToNewUser(userId, stream)
console.log(userId)
})
})
socket.on('user-disconnected', userId => {
if (peers[userId]) peers[userId].close()
})
myPeer.on('open', id => {
socket.emit('join-room', ROOM_ID, id)
})
function connectToNewUser(userId, stream) {
const call = myPeer.call(userId, stream)
const video = document.createElement('video')
call.on('stream', userVideoStream => {
addVideoStream(video, userVideoStream)
})
call.on('close', () => {
video.remove()
})
peers[userId] = call
}
function addVideoStream(video, stream) {
video.srcObject = stream
video.addEventListener('loadedmetadata', () => {
video.play()
})
videoGrid.append(video)
}
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta http-equiv="X-UA-Compatible" content="ie=edge">
<script>
const ROOM_ID = "<%= roomId %>"
</script>
<script defer src="https://unpkg.com/peerjs@1.2.0/dist/peerjs.min.js"></script>
<script src="/socket.io/socket.io.js" defer></script>
<script src="script.js" defer></script>
<title>Document</title>
<style>
#video-grid {
display: grid;
grid-template-columns: repeat(auto-fill, 300px);
grid-auto-rows: 300px;
}
video {
width: 100%;
height: 100%;
object-fit: cover;
}
</style>
</head>
<body>
<div id="video-grid"></div>
</body>
</html>
const ROOM_ID=“”
文件
#视频网格{
显示:网格;
网格模板列:重复(自动填充,300px);
网格自动行:300px;
}
录像带{
宽度:100%;
身高:100%;
对象匹配:覆盖;
}
您是否尝试在应用程序中注入第一个代码段?我可以想象视频在javascript代码中以某种形式的字节流上传。技巧包括将已处理表单或原始ByTestStream作为参数传递给python脚本进行处理。也许这个链接可能有用。是的,我尝试过添加第一个代码段,但问题是我无法在script.js中调用“require”,所以我需要使用类似browserify的东西来让它工作,但是当我尝试这样做时,它不起作用。你是否尝试过在你的应用程序中注入第一个代码段?我可以想象视频在javascript代码中以某种形式的字节流上传。技巧包括将已处理表单或原始ByTestStream作为参数传递给python脚本进行处理。也许这个链接可能有用。是的,我已经尝试添加了第一个代码段,但问题是我不能在script.js中调用“require”,所以我需要使用类似browserify的东西来使它工作,但当我尝试时,它就不工作了