我的目标是从rtsp服务器读取帧,对帧进行一些opencv操纵,然后将操纵后的帧写入新的rtsp服务器。
我基于Write in Gstreamer pipeline from opencv in python尝试了以下操作,但是我无法弄清楚创建rtsp服务器应使用的适当的gst-launch-1.0参数。任何人都可以协助gst-launch-1.0的适当论点吗?我尝试过的那些卡在了“管道预卷”中
import cv2
cap = cv2.VideoCapture("rtsp://....")
framerate = 25.0
out = cv2.VideoWriter('appsrc ! videoconvert ! '
'x264enc noise-reduction=10000 speed-preset=ultrafast
tune=zerolatency ! '
'rtph264pay config-interval=1 pt=96 !'
'tcpserversink host=192.168.1.27 port=5000 sync=false',
0, framerate, (640, 480))
counter = 0
while cap.isOpened():
ret, frame = cap.read()
if ret:
out.write(frame)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
else:
break
cap.release()
out.release()
我还尝试了另一种基于Write opencv frames into gstreamer rtsp server pipeline的解决方案
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.cap = cv2.VideoCapture("rtsp://....")
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()
此解决方案自行生成rtsp服务器并流式传输到它。我可以在VLC中打开生成的rtsp流,但它会一直显示第一帧,并且不会使用新帧进行更新。谁知道为什么?
我正在寻找任何解决方案,这些解决方案将使我能够以低延迟将rtsp服务器中的帧读取为opencv格式,处理帧并将帧输出到新的rtsp服务器(我也需要创建)。如果存在更好的解决方案,则不必基于gstreamer。
我正在将Ubuntu 16.04与python2.7和opencv 3.4.1结合使用