Live video stream on server (PC) from images sent by robot through UDP
Hmm. I found this which seems promising:
http://sourceforge.net/projects/mjpg-streamer/
Ok. I will try to explain what I am trying to do clearly and in much detail.
I have a small humanoid robot with camera and wifi stick (this is the robot). The robot's wifi stick average wifi transfer rate is 1769KB/s. The robot has 500Mhz CPU and 256MB RAM so it is not enough for any serious computations (moreover there are already couple modules run开发者_如何学Goning on the robot for motion, vision, sonar, speech etc).
I have a PC from which I control the robot. I am trying to have the robot walk around the room and see a live stream video of what the robot sees in the PC.
What I already have working. The robot is walking as I want him to do and taking images with the camera. The images are being sent through UDP protocol to the PC where I am receiving them (I have verified this by saving the incoming images on the disk).
The camera returns images which are 640 x 480 px in YUV442 colorspace. I am sending the images with lossy compression (JPEG) because I am trying to get the best possible FPS on the PC. I am doing the compression to JPEG on the robot with PIL library.
My questions:
Could somebody please give me some ideas about how to convert the incoming JPEG images to a live video stream? I understand that I will need some video encoder for that. Which video encoder do you recommend? FFMPEG or something else? I am very new to video streaming so I want to know what is best for this task. I'd prefer to use Python to write this so I would prefer some video encoder or library which has Python API. But I guess if the library has some good command line API it doesn't have to be in Python.
What is the best FPS I could get out from this? Given the 1769KB/s average wifi transfer rate and the dimensions of the images? Should I use different compression than JPEG?
I will be happy to see any code examples. Links to articles explaining how to do this would be fine, too.
Some code samples. Here is how I am sending JPEG images from robot to the PC (shortened simplified snippet). This runs on the robot:
# lots of code here
UDPSock = socket(AF_INET,SOCK_DGRAM)
while 1:
image = camProxy.getImageLocal(nameId)
size = (image[0], image[1])
data = image[6]
im = Image.fromstring("YCbCr", size, data)
s = StringIO.StringIO()
im.save(s, "JPEG")
UDPSock.sendto(s.getvalue(), addr)
camProxy.releaseImage(nameId)
UDPSock.close()
# lots of code here
Here is how I am receiving the images on the PC. This runs on the PC:
# lots of code here
UDPSock = socket(AF_INET,SOCK_DGRAM)
UDPSock.bind(addr)
while 1:
data, addr = UDPSock.recvfrom(buf)
# here I need to create a stream from the data
# which contains JPEG image
UDPSock.close()
# lots of code here
Checking out your first question. Though the solution here uses a non-streaming set of pictures. It might help. The example uses pyMedia.
- http://pymedia.org/tut/src/make_video.py.html
Some along the lines of what you want.
- http://code.google.com/p/mjpeg-stream-client/
If you have a need to edit a binary stream:
- http://bitbucket.org/haypo/hachoir/wiki/hachoir-parser
Try pyffmpeg and test each available codec for the best performance. You probably need a very lightweight codec like Smoke or low profile H263 or x264, and you probably need to drop the resolution to 320x240.
You have a trade off between latency of the video encoding and decoding and the bandwidth used, you might find dropping down to 160x120 with raw packets for a quick scene analysis and only periodically transmitting a full frame. You could also mix a raw, low latency, low resolution, high update feed with a high compressed, high latency, high resolution, low update feed.
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