Write opencv frames into gstreamer rtsp server pipeline

I’m trying to put opencv images into a gstreamer rtsp server in python.
I have some issue writing in the mediafactory, I’m new to gst-rtsp-server ancd there’s little documentation so I don’t know exactly if I’m using the right approach. I’m using a thread to start the MainLoop and I’m using the main thread to create a buffer to push in the appsrc element of the mediafactory pipeline. Am I using the right approach to obtain my objective? Can anyone help me? My code is below:

from threading import Thread
from time import clock

import cv2
import gi

gi.require_version('Gst', '1.0')
gi.require_version('GstRtspServer', '1.0')
from gi.repository import Gst, GstRtspServer, GObject


class SensorFactory(GstRtspServer.RTSPMediaFactory):
    def __init__(self, **properties):
        super(SensorFactory, self).__init__(**properties)
        self.launch_string = 'appsrc ! video/x-raw,width=320,height=240,framerate=30/1 ' 
                             '! videoconvert ! x264enc speed-preset=ultrafast tune=zerolatency ' 
                             '! rtph264pay config-interval=1 name=pay0 pt=96'
        self.pipeline = Gst.parse_launch(self.launch_string)
        self.appsrc = self.pipeline.get_child_by_index(4)

    def do_create_element(self, url):
        return self.pipeline


class GstServer(GstRtspServer.RTSPServer):
    def __init__(self, **properties):
        super(GstServer, self).__init__(**properties)
        self.factory = SensorFactory()
        self.factory.set_shared(True)
        self.get_mount_points().add_factory("/test", self.factory)
        self.attach(None)


GObject.threads_init()
Gst.init(None)

server = GstServer()

loop = GObject.MainLoop()
th = Thread(target=loop.run)
th.start()

print('Thread started')

cap = cv2.VideoCapture(0)

print(cap.isOpened())

frame_number = 0

fps = 30
duration = 1 / fps

timestamp = clock()

while cap.isOpened():
    ret, frame = cap.read()
    if ret:

        print('Writing buffer')

        data = frame.tostring()

        buf = Gst.Buffer.new_allocate(None, len(data), None)
        buf.fill(0, data)
        buf.duration = fps
        timestamp = clock() - timestamp
        buf.pts = buf.dts = int(timestamp)
        buf.offset = frame_number
        frame_number += 1
        retval = server.factory.appsrc.emit('push-buffer', buf)
        print(retval)

        if cv2.waitKey(1) & 0xFF == ord('q'):
            break

cap.release()

By the way I tried to copy the buffer creation from opencv source code but I’m not sure I correctly trandlated the c++ code in python.

Answers:

Thank you for visiting the Q&A section on Magenaut. Please note that all the answers may not help you solve the issue immediately. So please treat them as advisements. If you found the post helpful (or not), leave a comment & I’ll get back to you as soon as possible.

Method 1

I found the solution, lots of stuff was missing.

  • I used the need-data signal like the examples of gst-rtsp-server.
  • I changed some default parameters of appsrc, like the is-live, block and format.
  • The caps on the appsrc element.
  • I was not setting the offset of the buffer correctly.

Here’s the code for anyone who’s facing the same problem or has a somewhat
similar one.

#!/usr/bin/env python3

import cv2
import gi

gi.require_version('Gst', '1.0')
gi.require_version('GstRtspServer', '1.0')
from gi.repository import Gst, GstRtspServer, GObject


class SensorFactory(GstRtspServer.RTSPMediaFactory):
    def __init__(self, **properties):
        super(SensorFactory, self).__init__(**properties)
        self.cap = cv2.VideoCapture(0)
        self.number_frames = 0
        self.fps = 30
        self.duration = 1 / self.fps * Gst.SECOND  # duration of a frame in nanoseconds
        self.launch_string = 'appsrc name=source is-live=true block=true format=GST_FORMAT_TIME ' 
                             'caps=video/x-raw,format=BGR,width=640,height=480,framerate={}/1 ' 
                             '! videoconvert ! video/x-raw,format=I420 ' 
                             '! x264enc speed-preset=ultrafast tune=zerolatency ' 
                             '! rtph264pay config-interval=1 name=pay0 pt=96'.format(self.fps)

    def on_need_data(self, src, lenght):
        if self.cap.isOpened():
            ret, frame = self.cap.read()
            if ret:
                data = frame.tostring()
                buf = Gst.Buffer.new_allocate(None, len(data), None)
                buf.fill(0, data)
                buf.duration = self.duration
                timestamp = self.number_frames * self.duration
                buf.pts = buf.dts = int(timestamp)
                buf.offset = timestamp
                self.number_frames += 1
                retval = src.emit('push-buffer', buf)
                print('pushed buffer, frame {}, duration {} ns, durations {} s'.format(self.number_frames,
                                                                                       self.duration,
                                                                                       self.duration / Gst.SECOND))
                if retval != Gst.FlowReturn.OK:
                    print(retval)

    def do_create_element(self, url):
        return Gst.parse_launch(self.launch_string)

    def do_configure(self, rtsp_media):
        self.number_frames = 0
        appsrc = rtsp_media.get_element().get_child_by_name('source')
        appsrc.connect('need-data', self.on_need_data)


class GstServer(GstRtspServer.RTSPServer):
    def __init__(self, **properties):
        super(GstServer, self).__init__(**properties)
        self.factory = SensorFactory()
        self.factory.set_shared(True)
        self.get_mount_points().add_factory("/test", self.factory)
        self.attach(None)


GObject.threads_init()
Gst.init(None)

server = GstServer()

loop = GObject.MainLoop()
loop.run()


All methods was sourced from stackoverflow.com or stackexchange.com, is licensed under cc by-sa 2.5, cc by-sa 3.0 and cc by-sa 4.0

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