Taking multiple pictures with very little delay in Linux/ Raspberry pi - linux

I'm creating a computer vision project which requires me to capture images on a raspberry pi and send it over the network to a server to process it. The software that processes only accepts pictures and not videos but for a good user experience the faster the photos arrive the better the response time of the system. Currently, im struggling with capturing multiple images quickly and i've tried software such as fswebcam, motion , pygame.Camera and all have a delay of roughly 1 sec resulting in <=1fps. I would like to increase this to around 10 fps. In my current setup i run a bash script which takes a picture from a usb webcam and saves it on disk of the raspi and a separate piece of C code transfers the images over UDP sockets. Is there a fast way to achieve faster capture of frames and save them to disk?

Related

record screen with high quality and minimum size in ElectronJS (Windows)

as I said in the title, I need to record my screen from an electron app.
my needs are:
high quality (720p or 1080p)
minimum size
record audio + screen + mic
low impact on PC hardware while recording
no need for any wait after the recorder stopped
by minimum size I mean about 400MB on 720p and 700MB on 1080p for a 3 to 4 hours recording. we already could achieve this by bandicam and obs and it's possible
I already tried:
the simple MediaStreamRecorder API using RecordRTC.Js; produces huge file sizes, like 1GB per hour for 720p video.
compressing the output video using FFmpeg; it can take up to 1 hour for 3 hours recording
save every chunk with 'ondataavailable' event and right after, run FFmpeg and convert and reduce the size and append all the compressed files (also by FFmpeg); there are two problems. 1, because of different PTS but it can be fixed by tunning compress command args. 2, the main problem is the audio data headers are only available in the first chunk and this approach causes a video that only has audio for the first few seconds
recording the video with FFmpeg itself; the end-users need to change some things manually (Stereo Mix), the configs are too complex, it causes the whole PC to work slower while recording (like fps drop; even if I set -threads to 1), in some cases after recording is finished it needs many times to wrap it all up
searched through the internet to find applications that can be used from the command line; I couldn't find much, the famous applications like bandicam and obs have command line args but there are not many args to play with and I can't set many options which leads to other problems
I don't know what else I can do, please tell me if u know a way or simple tool that can be used through CLI to achieve this and guide me through this
I end up using the portable mode of high-level 3d-party applications like obs-studio and adding them to our final package. I also created a js file to control the application using CLI
this way I could pre-set my options (such as crf value, etc) and now our average output size for a 3:30 hour value with 1080p resolution is about 700MB which is impressive

Sending a webcam input to zoom using a recorded clip

I have an idea that I have been working on, but there are some technical details that I would love to understand before I proceed.
From what I understand, Linux communicates with the underlying hardware through the /dev/. I was messing around with my video cam input to zoom and I found someone explaining that I need to create a virtual device and mount it to the output of another program called v4loop.
My questions are
1- How does Zoom detect the webcams available for input. My /dev directory has 2 "files" called video (/dev/video0 and /dev/video1), yet zoom only detects one webcam. Is the webcam communication done through this video file or not? If yes, why does simply creating one doesn't affect Zoom input choices. If not, how does zoom detect the input and read the webcam feed?
2- can I create a virtual device and write a kernel module for it that feeds the input from a local file. I have written a lot of kernel modules, and I know they have a read, write, release methods. I want to parse the video whenever a read request from zoom is issued. How should the video be encoded? Is it an mp4 or a raw format or something else? How fast should I be sending input (in terms of kilobytes). I think it is a function of my webcam recording specs. If it is 1920x1080, and each pixel is 3 bytes (RGB), and it is recording at 20 fps, I can simply calculate how many bytes are generated per second, but how does Zoom expect the input to be Fed into it. Assuming that it is sending the strean in real time, then it should be reading input every few milliseconds. How do I get access to such information?
Thank you in advance. This is a learning experiment, I am just trying to do something fun that I am motivated to do, while learning more about Linux-hardware communication. I am still a beginner, so please go easy on me.
Apparently, there are two types of /dev/video* files. One for the metadata and the other is for the actual stream from the webcam. Creating a virtual device of the same type as the stream in the /dev directory did result in Zoom recognizing it as an independent webcam, even without creating its metadata file. I did finally achieve what I wanted, but I used OBS Studio virtual camera feature that was added after update 26.0.1, and it is working perfectly so far.

Intercepting Sound From Other Programs

I want to do a couple of things:
-I want to hear sound from all other programs through max, and max only.
-I want to edit that sound in real time and hear only the edited sound.
-I want to slow down the sound, while stacking the non-slowed, incoming input onto a buffer, which I can then speed through to catch up.
Is this possible in Max? I have had a lot of difficulty working even step 1. Even if I use my speakers as an input device, I am unable to monitor it let alone edit it. I am using Max for Live, for what it's worth.
Step 1 and 2
On Mac, you can use Loopback
You can set your system output to the loopback driver, then set the loopback driver as the input in Max and then the speakers as the output.
For Windows you would do the same, but with a different internal audio routing system like Jack
Step 3
You can do that with the buffer~ object. Of course the buffer will have a finite size, and storing hours of audio might be problematic, but minutes shouldn't be a problem on a decent computer. The buffer~ help file will show you the first steps needed to store and read audio from it.

How can I concatenate ATSC streams from DVB card?

I'm trying to make a simple "TV viewer" using a Linux DVB video capture card. Currently I watch TV using the following process (I'm on a Raspberry Pi):
Tune to a channel using azap -r TV_CHANNEL_HERE. This will supply bytes to
device /dev/dvb/adapter0/dvr0.
Open OMXPlayer omxplayer /dev/dvb/adapter0/dvr0
Watch TV!
The problem comes when I try to change channels. Even if I set the player to cache incoming bytes (tried with MPlayer also), the player can't withstand a channel change (by restarting azap with a new channel.
I'm thinking this is because of changes in the MPEG TS stream metadata.
Looking for a C library that would let me do the following:
Pull cache_size * mpeg_ts_packet_size from DVR device.
Evaluate each packet and rewrite metadata (PID, etc) as needed.
Populate FIFO with resulting packet.
Set {OMXPlayer,MPlayer} to read from FIFO.
The other thing I was thinking would be to use a program that converts MPEG TS into MPEG PS and concatenate the bytes that way.
Thoughts?
Indeed, when you want to tune on an other channel, some metadata can potentially change and invalid previously cached data.
Unfortunately I'm not familiar with the tools you are using but your point 2. makes me raise an eyebrow: you will waste your time trying to rewrite Transport Stream data.
I would rather suggest to stop and restart process on zapping since it seems to work fine at start.
P.S.:
Here are some tools that can help. Also, I'm not sure at which level your problem is but VLC can be installed on Raspberry PI and it handles TS gracefully.

Linux: Screen desktop video capture over network, and VNC framerate

Sorry for the wall of text - TL;DR:
What is the framerate of VNC connection (in frames/sec) - or rather, who determines it: client or server?
Any other suggestions for desktop screen capture - but "correctly timecoded"/ with unjittered framerate (with a stable period); and with possibility to obtain it as uncompressed (or lossless) image sequence?
Briefly - I have a typical problem that I am faced with: I sometimes develop hardware, and want to record a video that shows both commands entered on the PC ('desktop capture'), and responses of the hardware ('live video'). A chunk of an intro follows, before I get to the specific detail(s).
Intro/Context
My strategy, for now, is to use a video camera to record the process of hardware testing (as 'live' video) - and do a desktop capture at the same time. The video camera produces a 29.97 (30) FPS MPEG-2 .AVI video; and I want to get the desktop capture as an image sequence of PNGs at the same frame rate as the video. The idea, then, would be: if the frame rate of the two videos is the same; then I could simply
align the time of start of the desktop capture, with the matching point in the 'live' video
Set up a picture-in-picture, where a scaled down version of the desktop capture is put - as overlay - on top of the 'live' video
(where a portion of the screen on the 'live' video, serves as a visual sync source with the 'desktop capture' overlay)
Export a 'final' combined video, compressed appropriately for the Internet
In principle, I guess one could use a command line tool like ffmpeg for this process; however I would prefer to use a GUI for finding the alignment start point for the two videos.
Eventually, what I also want to achieve, is to preserve maximum quality when exporting the 'final' video: the 'live' video is already compressed when out of the camera, which means additional degradation when it passes through the Theora .ogv codec - which is why I'd like to keep the original videos, and use something like a command line to generate a 'final' video anew, if a different compression/resolution is required. This is also why I like to have the 'desktop capture' video as a PNG sequence (although I guess any uncompressed format would do): I take measures to 'adjust' the desktop, so there aren't many gradients, and lossless encoding (i.e. PNG) would be appropriate.
Desktop capture options
Well, there are many troubles in this process under Ubuntu Lucid, which I currently use (and you can read about some of my ordeals in 10.04: Video overlay/composite editing with Theora ogv - Ubuntu Forums). However, one of the crucial problems is the assumption, that the frame rate of the two incoming videos is equal - in reality, usually the desktop capture is of a lower framerate; and even worse, very often frames are out of sync.
This, then, requires the hassle of sitting in front of a video editor, and manually cutting and editing less-than-a-second clips on frame level - requiring hours of work for what will be in the end a 5 minute video. On the other hand, if the two videos ('live' and 'capture') did have the same framerate and sync: in principle, you wouldn't need more than a couple of minutes for finding the start sync point in a video editor - and the rest of the 'merged' video processing could be handled by a single command line. Which is why, in this post, I would like to focus on the desktop capture part.
As far as I can see, there are only few viable (as opposed to 5 Ways to Screencast Your Linux Desktop) alternatives for desktop capture in Linux / Ubuntu (note, I typically use a laptop as target for desktop capturing):
Have your target PC (laptop) clone the desktop on its VGA output; use a VGA-to-composite or VGA-to-S-video hardware to obtain a video signal from VGA; use video capture card on a different PC to grab video
Use recordMyDesktop on the target PC
Set up a VNC server (vino on Ubuntu; or vncserver) on the target PC to be captured; use VNC capture software (such as vncrec) on a different PC to grab/record the VNC stream (which can, subsequently, be converted to video).
Use ffmpeg with x11grab option
*(use some tool on the target PC, that would do a DMA transfer of a desktop image frame directly - from the graphics card frame buffer memory, to the network adapter memory)
Please note that the usefulness of the above approaches are limited by my context of use: the target PC that I want to capture, typically runs software (utilizing the tested hardware) that moves around massive ammounts of data; best you could say about describing such a system is "barely stable" :) I'd guess this is similar to problems gamers face, when wanting to obtain a video capture of a demanding game. And as soon as I start using something like recordMyDesktop, which also uses quite a bit of resources and wants to capture on the local hard disk - I immediately get severe kernel crashes (often with no vmcore generated).
So, in my context, I typically do assume involvement of a second computer - to run the capture and recording of the 'target' PC desktop. Other than that, the pros and cons I can see so far with the above options, are included below.
(Desktop preparation)
For all of the methods discussed below, I tend to "prepare" the desktop beforehand:
Remove desktop backgrounds and icons
Set the resolution down to 800x600 via System/Preferences/Monitors (gnome-desktop-properties)
Change color depth down to 16 bpp (using xdpyinfo | grep "of root" to check)
... in order to minimize the load on desktop capture software. Note that changing color depth on Ubuntu requires changes to xorg.conf; however, "No xorg.conf (is) found in /etc/X11 (Ubuntu 10.04)" - so you may need to run sudo Xorg -configure first.
In order to keep graphics resource use low, also I usually had compiz disabled - or rather, I'd have 'System/Preferences/Appearance/Visual Effects' set to "None". However, after I tried enabling compiz by setting 'Visual Effects' to "Normal" (which doesn't get saved), I can notice windows on the LCD screen are redrawn much faster; so I keep it like this, also for desktop capture. I find this a bit strange: how could more effects cause a faster screen refresh? It doesn't look like it's due to a proprietary driver (the card is "Intel Corporation N10 Family Integrated Graphics Controller", and no proprietary driver option is given by Ubuntu upon switch to compiz) - although, it could be that all the blurring and effects just cheat my eyes :) ).
Cloning VGA
Well, this is the most expencive option (as it requires additional purchase of not just one, but two pieces of hardware: VGA converter, and video capture card); and applicable mostly to laptops (which have both a screen + additional VGA output - for desktops one may also have to invest in an additional graphics card, or a VGA cloning hardware).
However, it is also the only option that requires no additional software of the target PC whatsoever (and thus uses 0% processing power of the target CPU) - AND also the only one that will give a video with a true, unjittered framerate of 30 fps (as it is performed by separate hardware - although, with the assumption that clock domains misalignment, present between individual hardware pieces, is negligible).
Actually, as I already own something like a capture card, I have already invested in a VGA converter - in expectation that it will eventually allow me to produce final "merged" videos with only 5 mins of looking for alignment point, and a single command line; but I am yet to see whether this process will work as intended. I'm also wandering how possible it will be to capture desktop as uncompressed video # 800x600, 30 fps.
recordMyDesktop
Well, if you run recordMyDesktop without any arguments - it starts first with capturing (what looks like) raw image data, in a folder like /tmp/rMD-session-7247; and after you press Ctrl-C to interrupt it, it will encode this raw image data into an .ogv. Obviously, grabbing large image data on the same hard disk as my test software (which also moves large ammounts of data), is usually a cause for an instacrash :)
Hence, what I tried doing is to setup Samba to share a drive on the network; then on the target PC, I'd connect to this drive - and instruct recordMyDesktop to use this network drive (via gvfs) as its temporary files location:
recordmydesktop --workdir /home/user/.gvfs/test\ on\ 192.168.1.100/capture/ --no-sound --quick-subsampling --fps 30 --overwrite -o capture.ogv
Note that, while this command will use the network location for temporary files (and thus makes it possible for recordMyDesktop to run in parallel with my software) - as soon as you hit Ctrl-C, it will start encoding and saving capture.ogv directly on the local hard drive of the target (though, at that point, I don't really care :) )
First of my nags with recordMyDesktop is that you cannot instruct it to keep the temporary files, and avoid encoding them, on end: you can use Ctrl+Alt+p for pause - or you can hit Ctrl-C quickly after the first one, to cause it to crash; which will then leave the temporary files (if you don't hit Ctrl-C quickly enough the second time, the program will "Cleanning up cache..."). You can then run, say:
recordmydesktop --rescue /home/user/.gvfs/test\ on\ 192.168.1.100/capture/rMD-session-7247/
... in order to convert the raw temporary data. However, more often than not, recordMyDesktop will itself segfault in the midst of performing this "rescue". Although, the reason why I want to keep the temp files, is to have the uncompressed source for the picture-in-picture montage. Note that the "--on-the-fly-encoding" will avoid using temp files altogether - at the expence of using more CPU processing power (which, for me, again is cause for crashes.)
Then, there is the framerate - obviously, you can set requested framerate using the '--fps N' option; however, that is no guarantee that you will actually obtain that framerate; for instance, I'd get:
recordmydesktop --fps 25
...
Saved 2983 frames in a total of 6023 requests
...
... for a capture with my test software running; which means that the actually achieved rate is more like 25*2983/6032 = 12.3632 fps!
Obviously, frames are dropped - and mostly that shows as video playback is too fast. However, if I lower the requested fps to 12 - then according to saved/total reports, I achieve something like 11 fps; and in this case, video playback doesn't look 'sped up'. And I still haven't tried aligning such a capture with a live video - so I have no idea if those frames that actually have been saved, also have an accurate timestamp.
VNC capture
The VNC capture, for me, consists of running a VNC server on the 'target' PC, and running vncrec (twibright edition) on the 'recorder' PC. As VNC server, I use vino, which is "System/Preferences/Remote Desktop (Preferences)". And apparently, even if vino configuration may not be the easiest thing to manage, vino as a server seems not too taxing to the 'target' PC; as I haven't experienced crashes when it runs in parallel with my test software.
On the other hand, when vncrec is capturing on the 'recorder' PC, it also raises a window showing you the 'target' desktop as it is seen in 'realtime'; when there are large updates (i.e. whole windows moving) on the 'target' - one can, quite visibly, see problems with the update/refresh rate on the 'recorder'. But, for only small updates (i.e. just a cursor moving on a static background), things seem OK.
This makes me wonder about one of my primary questions with this post - what is it, that sets the framerate in a VNC connection?
I haven't found a clear answer to this, but from bits and pieces of info (see refs below), I gather that:
The VNC server simply sends changes (screen changes + clicks etc) as fast as it can, when it receives them ; limited by the max network bandwidth that is available to the server
The VNC client receives those change events delayed and jittered by the network connection, and attempts to reconstruct the desktop "video" stream, again as fast as it can
... which means, one cannot state anything in terms of a stable, periodic frame rate (as in video).
As far as vncrec as a client goes, the end videos I get usually are declared as 10 fps, although frames can be rather displaced/jittered (which then requires the cutting in video editors). Note that the vncrec-twibright/README states: "The sample rate of the movie is 10 by default or overriden by VNCREC_MOVIE_FRAMERATE environment variable, or 10 if not specified."; however, the manpage also states "VNCREC_MOVIE_FRAMERATE - Specifies frame rate of the output movie. Has an effect only in -movie mode. Defaults to 10. Try 24 when your transcoder vomits from 10.". And if one looks into "vncrec/sockets.c" source, one can see:
void print_movie_frames_up_to_time(struct timeval tv)
{
static double framerate;
....
memcpy(out, bufoutptr, buffered);
if (appData.record)
{
writeLogHeader (); /* Writes the timestamp */
fwrite (bufoutptr, 1, buffered, vncLog);
}
... which shows that some timestamps are written - but whether those timestamps originate from the "original" 'target' PC, or the 'recorder' one, I cannot tell.
EDIT: thanks to the answer by #kanaka, I checked through vncrec/sockets.c again, and can see that it is the writeLogHeader function itself calling gettimeofday; so the timestamps it writes are local - that is, they originate from the 'recorder' PC (and hence, these timestamps do not accurately describe when the frames originated on the 'target' PC).
In any case, it still seems to me, that the server sends - and vncrec as client receives - whenever; and it is only in the process of encoding a video file from the raw capture afterwards, that some form of a frame rate is set/interpolated.
I'd also like to state that on my 'target' laptop, the wired network connection is broken; so the wireless is my only option to get access to the router and the local network - at far lower speed than the 100MB/s that the router could handle from wired connections. However, if the jitter in captured frames is caused by wrong timestamps due to load on the 'target' PC, I don't think good network bandwidth will help too much.
Finally, as far as VNC goes, there could be other alternatives to try - such as VNCast server (promising, but requires some time to build from source, and is in "early experimental version"); or MultiVNC (although, it just seems like a client/viewer, without options for recording).
ffmpeg with x11grab
Haven't played with this much, but, I've tried it in connection with netcat; this:
# 'target'
ffmpeg -f x11grab -b 8000k -r 30 -s 800x600 -i :0.0 -f rawvideo - | nc 192.168.1.100 5678
# 'recorder'
nc -l 0.0.0.0 5678 > raw.video #
... does capture a file, but ffplay cannot read the captured file properly; while:
# 'target'
ffmpeg -f x11grab -b 500k -r 30 -s 800x600 -i :0.0 -f yuv4mpegpipe -pix_fmt yuv444p - | nc 192.168.1.100 5678
# 'recorder'
nc -l 0.0.0.0 5678 | ffmpeg -i - /path/to/samplimg%03d.png
does produce .png images - but with compression artifacts (result of the compression involved with yuv4mpegpipe, I guess).
Thus, I'm not liking ffmpeg+x11grab too much currently - but maybe I simply don't know how to set it up for my needs.
*( graphics card -> DMA -> network )
I am, admittedly, not sure something like this exists - in fact, I would wager it doesn't :) And I'm no expert here, but I speculate:
if DMA memory transfer can be initiated from the graphics card (or its buffer that keeps the current desktop bitmap) as source, and the network adapter as destination - then in principle, it should be possible to obtain an uncompressed desktop capture with a correct (and decent) framerate. The point in using DMA transfer would be, of course, to relieve the processor from the task of copying the desktop image to the network interface (and thus, reduce the influence the capturing software can have on the processes running on the 'target' PC - especially those dealing with RAM or hard-disk).
A suggestion like this, of course, assumes that: there are massive ammounts of network bandwidth (for 800x600, 30 fps at least 800*600*3*30 = 43200000 bps = 42 MiB/s, which should be OK for local 100 MB/s networks); plenty of hard disk on the other PC that does the 'recording' - and finally, software that can afterwards read that raw data, and generate image sequences or videos based on it :)
The bandwidth and hard disk demands I could live with - as long as there is guarantee both for a stable framerate and uncompressed data; which is why I'd love to hear if something like this already exists.
-- -- -- -- --
Well, I guess that was it - as brief as I could put it :) Any suggestions for tools - or process(es), that can result with a desktop capture
in uncompressed format (ultimately convertible to uncompressed/lossless PNG image sequence), and
with a "correctly timecoded", stable framerate
..., that will ultimately lend itself to 'easy', single command-line processing for generating 'picture-in-picture' overlay videos - will be greatly appreciated!
Thanks in advance for any comments,
Cheers!
References
Experiences Producing a Screencast on Linux for CryptoTE - idlebox.net
The VideoLAN Forums • View topic - VNC Client input support (like screen://)
VNCServer throttles user inpt for slow client - Kyprianou, Mark - com.realvnc.vnc-list - MarkMail
Linux FAQ - X Windows: How do I Display and Control a Remote Desktop using VNC
How much bandwidth does VNC require? RealVNC - Frequently asked questions
x11vnc: a VNC server for real X displays
HowtoRecordVNC (an X11 session) - Debian Wiki
Alternative To gtk-RecordMyDesktop in Ubuntu
(Ffmpeg-user) How do I use pipes in ffmpeg
(ffmpeg-devel) (PATCH) Fix segfault in x11grab when drawing Cursor on Xservers that don't support the XFixes extension
You should get a badge for such a long well though out question. ;-)
In answer to your primary question, VNC uses the RFB protocol which is a remote frame buffer protocol (thus the acronym) not a streaming video protocol. The VNC client sends a FrameBufferUpdateRequest message to the server which contains a viewport region that the client is interested in and an incremental flag. If the incremental flag is not set then the server will respond with a FrameBufferUpdate message that contains the content of the region requested. If the incremental flag is set then the server may respond with a FrameBufferUpdate message that contains whatever parts of the region requested that have changed since the last time the client was sent that region.
The definition of how requests and updates interact is not crisply defined. The server won't necessarily respond to every request with an update if nothing has changed. If the server has multiple requests queued from the client it is also allowed to send a single update in response. In addition, the client really needs to be able to respond to an asynchronous update message from the server (not in response to a request) otherwise the client will fall out of sync (because RFB is not a framed protocol).
Often clients are simply implemented to send incremental update requests for the entire frame buffer viewport at a periodic interval and handle any server update messages as they arrive (i.e. no attempt is made to tie requests and updates together).
Here is a description of FrameBufferUpdateRequest messages.

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