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I have a large set of jpgs that I want to convert to a video losslessly (or, at the very least, very close to losslessly as long as the encoding time isn't much higher than otherwise).

Naively, I would think that there should be some codec that can store each individual jpg frames as-is (without recompression), and perhaps achieve some nice compression by replacing some of the frames by just the information on the delta from the previous frame. In my case there are many sequences of frames which are identical to each other, or that have a tiny difference between them.

Is there some codec and suitable settings for ffmpeg that can achieve this?

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Also Related:… – Friend Of George May 16 '13 at 20:36
sequence-of-jpegs has been a codec for a LONG time. Digital cameras that don't use h.264 invariably record MJPEG, and video capture cards used to use it, I think. – Peter Cordes Jan 15 '15 at 9:44

I have a large set of jpgs that I want to convert to a video losslessly

You can probably just mux the jpg images:

ffmpeg -framerate 30 -i input%03d.jpg -codec copy output.mkv

Then compare the md5sums of each frame with the framemd5 muxer:

$ ffmpeg -i input%03d.jpg -f framemd5 -
0,          0,          0,        1,   460800, 29bcc2db3726c7dfec1826c5740f603f
0,          1,          1,        1,   460800, b5fdc23d93cbd043dc2b9290dc8378f0
0,          2,          2,        1,   460800, ee0709942f24b458fd2380d134dcb59d

$ ffmpeg -i output.mkv -f framemd5 -
0,          0,          0,        1,   460800, 29bcc2db3726c7dfec1826c5740f603f
0,          1,          1,        1,   460800, b5fdc23d93cbd043dc2b9290dc8378f0
0,          2,          2,        1,   460800, ee0709942f24b458fd2380d134dcb59d

Note that if you omit -framerate then ffmpeg will use a default of -framerate 25 for the input.

Also see image file demuxer documentation and How do I encode single pictures into movies? on more information of how to provide images as input(s).

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could you please clarify what the two framemd5 commands are supposed to achieve beyond merely listing the hashes? how would I get additional compression when identical frames are thus identified? – GJ. May 18 '13 at 8:54
The hashes were included only to show you that the frames are the same as the individual images, so therefore achieving your requirement of storing "each individual jpg frames as-is (without recompression)". – LordNeckbeard May 18 '13 at 18:24
Posted an answer of my own with an untested idea for dropping the duplicate frames, to end up with a VFR MJPEG.mkv. VFR is the only way I can think of to take advantage of temporal redundancy with MJPEG. :P – Peter Cordes Jan 15 '15 at 10:05
Thanks for the framemd5 hint ! – malat Mar 25 '15 at 20:07

This will output a lossless H.264 video where frames will use information from other frames

ffmpeg -f image2 -r 30 -i %09d.jpg -vcodec libx264 -profile:v high444 -refs 16 -crf 0 -preset ultrafast a.mp4

Explanation of options:

  • -f image2 - tells ffmpeg to select a group of images
  • -r 30 - tells ffmpeg to encode at 30 frames (or images) per second (change this to your desired framerate)
  • -i %09d.jpg - tells ffmpeg to use the images 000000000.jpg to 999999999.jpg as the input. Change the 9 in %09d.jpg to how many zeroes the names of your image sequence has. If your file names are, for example, img0001.jpg, then this would be expressed as img%04d.jpg
  • -vcodec libx264 - tells ffmpeg to output to a H.264 compliant file
  • -profile:v high444 - tells libx264 to use the High 4:4:4 Predictive Lossless profile, allowing lossless encoding
  • -refs 16 - tells libx264 to have 16 images stored in a buffer, so that they may be referenced by other images in the video
  • -crf 0 - tells libx264 to perform a lossless encode
  • -preset ultrafast - tells libx264 to prioritise encoding speed over output file size
  • a.mp4 - tells ffmpeg to save the output in an MP4 file called a.mp4. Change this to the file name and format that you wish to use
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A few notes: -f image2 is superfluous here. The image file demuxer should use -framerate instead of -r. libx264 will automatically choose the appropriate -profile for lossless, and the -preset will deal with -refs. – LordNeckbeard Jan 3 '15 at 22:55
-refs 5 at MOST, unless you know your content has identical images separated by several other ones, that might cause x264 to lose the reference before it gets to the duplicate. Higher than ultrafast makes little different in lossless mode, other than CABAC's ~10% gain over CAVLC (for a high cpu cost at the bitrates required for lossless). Seriously, on some live-action 720x480p60 (deinterlace output), superfast was 28GB, slower was 27GB. If encode time doesn't matter, but decode time does, make sure you avoid CABAC. Maybe even -tune fastdecode. Moderate ref count shouldn't hurt. – Peter Cordes Jan 17 '15 at 14:16

To expand on LordNeckbeard's answer, yes, just mux the JPEG data into an MJPEG video stream. That will be the smallest representation of the exact sequence of output images, even though MJPEG is a terribly inefficient codec by today's standards. (no temporal redundancy, and not even any intra prediction.

You can make a variable-framerate MJPEG video to take advantage of the duplicate images in your input.

ffmpeg -framerate 30 -i input%03d.jpg -vf mpdecimate -codec copy output.mkv  # doesn't work.

Hrm, this isn't going to work, since mpdecimate won't work on compressed data, and we can't let ffmpeg decode and then re-jpeg the image data without loss and CPU cost.

Maybe if you replaced duplicate jpg source files with empty files with that sequence number, or something?

Since this question isn't even recent, I'm not going to take the time to figure out how to do it unless someone replies to ask how. But since MJPEG can go into an mkv container, I'm sure it's possible to have a file that doesn't duplicate the jpeg data for repeated frames, but instead just doesn't have an output frame to decode until the sequence of duplicates is over.

Oh here's an idea:

ffmpeg -framerate blah -input blah -vf mpdecimate -f mkvtimestamp_v2 mpdecimate.timestamps

Then remove (or move aside) all the jpegs for frames that mpdecimate wants to drop (probably it has some logging options? Or -vf showinfo, and parse that, and move or hardlink only the frames that show up in its output, leaving behind the dropped JPEGs?). mux that to a MJPEG.mkv, then do something with mkvmerge to replace the frame timestamps in that with the timestamps from mpdecimate.timestamps.

If you were xcoding, instead of just muxing jpeg data to MJPEG, this would be MUCH easier, since you'd just use my first command with mpdecimate and any codec other than copy, and it would Just Work(tm).

I haven't tried any of this, since this was an old question. Also the reason I haven't filled in the gaps of how to actually filter your directory of jpegs based on mpdecimate output, or how to actually use the timestamp stream.

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You can create an avi animation as a series of png images ( png is lossless so the jpeg => png conversion should not degrade your pictures ):

if your images a named img_0001.jpg

ffmpeg -r 25 -start_number 1 -f image2 -i "img_%04d.jpg" -vcodec png video.avi

where "25" is the frame rate you want in the resulting video. -start_number is not needed if it is 1, but it is useful if your first video number is not 1.

If you want to encode in mjpeg with highest quality command line is:

ffmpeg -r 25 -start_number 1 -f image2 -i "img_%04d.jpg" -vcodec mjpeg -qscale 1 video.avi

And the beauty of the thing is that you can convert the video back to a series a pictures:

ffmpeg -i video.avi "img_series_%04d.png"
ffmpeg -i video.avi "img_series_%04d.jpg"


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This doesn't really meet the askers needs. He is looking for a way that the frame can be updated loselessly only when the image changes. This means the same image may be used more than once. Also jpeg by nature isn't lossless as I believe it uses jpeg compression even at max quality. – AJ Henderson May 17 '13 at 13:17
Actually I guess he was willing to have some compression, though I'm not sure how it is going to do on long sequences of the same frame. I still think a variable frame rate presentation format is what is needed though I'm not sure if ffmpeg supports any. – AJ Henderson May 17 '13 at 13:20
CorePNG is able to create P frames also. Usually jpeg is not a lossless compression, and I doubt mjpeg can create P frames. I agree I do not answer the question as it is asked, but I give a solution to have a lossless video with ffmpeg. – Olivier S May 17 '13 at 18:51

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