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FORUMS Post Processing, Marketing & Presenting Photos RAW, Post Processing & Printing 
Thread started 10 Sep 2013 (Tuesday) 04:00
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Post Processing Game

 
kirkt
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May 03, 2016 10:28 |  #1471

Sort of off topic, but not really. There was a paper recently presented at Siggraph that details the use of neural network computing to create color images from black and white source images. The network was trained on a dataset called "Places" and the authors indicate that the training data is best used to interpret "natural outdoor images." I figured I would give it a try using @dagoimaging's black and white interpretation of Gene's image to see what the model produces as output.

Attached is the result simply by copying @dagoimaging's posted black and white, converting it to grayscale and slightly reducing the contrast, downsizing it and running it through the routine published by the authors of the paper. Not too bad, all things considered.

kirk

Here is more information about the research:

http://hi.cs.waseda.ac​.jp …projects/colori​zation/en/ (external link)

and the publicly available code to run the model:

https://github.com …siggraph2016_co​lorization (external link)

and the citation for the code:

@Article{IizukaSIGGRAP​H2016,
author = {Satoshi Iizuka and Edgar Simo-Serra and Hiroshi Ishikawa},
title = {{Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification}},
journal = "ACM Transactions on Graphics (Proc. of SIGGRAPH 2016)",
year = 2016,
volume = 35,
number = 4,
}

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navydoc
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May 03, 2016 11:04 |  #1472

kirkt wrote in post #17994357 (external link)
Sort of off topic, but not really. There was a paper recently presented at Siggraph that details the use of neural network computing to create color images from black and white source images. The network was trained on a dataset called "Places" and the authors indicate that the training data is best used to interpret "natural outdoor images." I figured I would give it a try using @dagoimaging's black and white interpretation of Gene's image to see what the model produces as output.

Attached is the result simply by copying @dagoimaging's posted black and white, converting it to grayscale and slightly reducing the contrast, downsizing it and running it through the routine published by the authors of the paper. Not too bad, all things considered.

kirk

Here is more information about the research:

http://hi.cs.waseda.ac​.jp …projects/colori​zation/en/ (external link)

and the publicly available code to run the model:

https://github.com …siggraph2016_co​lorization (external link)

and the citation for the code:

Hosted photo: posted by kirkt in
./showthread.php?p=179​94357&i=i217271995
forum: RAW, Post Processing & Printing

Very interesting technology. I wonder how it would work on a photo of my 3rd great grandfather? If you try it Kirk, maybe you could forward it to me via pm so as to not distract from the current topic too much.

https://c1.staticflick​r.com …15505499_be7546​3a22_o.jpg (external link)


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-Douglas-
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May 03, 2016 11:48 |  #1473

That really looks like some promising technology for anyone working on restoring and colorizing old photos.
Looks like it would save tons of time and the results on the small images look fantastic!


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kirkt
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May 03, 2016 12:29 |  #1474

You can download the code and run it yourself!

kirk


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-Douglas-
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May 03, 2016 12:56 |  #1475

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Edit My Images- OK"Brain Fart" = an essential bodily function.

  
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May 03, 2016 15:12 |  #1476

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May 03, 2016 15:43 |  #1477

I cropped the pic, did a sky overlay, blended in 2 different modes and here it is :)

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May 03, 2016 15:47 |  #1478

B & W

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twists ­ n ­ turns
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Post edited over 7 years ago by twists n turns.
     
May 03, 2016 16:11 |  #1479

navydoc wrote in post #17992912 (external link)
Thanks very much Shelley, much appreciated. I always struggle to find an image of mine that I think is interesting enough to offer up to edit creatively. Let's see how everyone envisions this one.

http://ussoriskany.us/​az/index.html (external link)

I'll select what I think is the best edit in a week, May 9th. Good luck everyone and have fun!
Hosted photo: posted by navydoc in
./showthread.php?p=179​92912&i=i220641879
forum: RAW, Post Processing & Printing

Thanks Cool thread. Happy to give it a go but is the link for the file broke? I just get a web page of code and gobbledygook when i click the Download button? -?

.... http://ussoriskany.us/​az/3G5C1909.CR2 (external link) eek!




  
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May 03, 2016 16:24 |  #1480

twists n turns wrote in post #17994802 (external link)
Thanks Cool thread. Happy to give it a go but is the link for the file broke? I just get a web page of code and gobbledygook when i click the Download button? -?

.... http://ussoriskany.us/​az/3G5C1909.CR2 (external link) eek!

I just tested the link and it's not broken. I'm not sure why you are unable to download the .CR2 file directly but here it is as a zipped file. You should be able to download this one fine.

http://www.ussoriskany​.us/az/3G5C1909.zip (external link)


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DagoImaging
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May 03, 2016 16:40 |  #1481

The link to download didn't work for me either, instead RMB on it and save it.


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twists ­ n ­ turns
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Post edited over 7 years ago by twists n turns. (2 edits in all)
     
May 03, 2016 17:14 |  #1482

navydoc wrote in post #17994813 (external link)
I just tested the link and it's not broken. I'm not sure why you are unable to download the .CR2 file directly but here it is as a zipped file. You should be able to download this one fine.

http://www.ussoriskany​.us/az/3G5C1909.zip (external link)

Thanks got it now mate :)

Edit to add- .... Ewwww!, its Canon file. My system feels dirty. (Lol jokin ofc  :p)

@DagoImaging - Would that not mean you have a lower quality base image to start on mate?




  
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May 03, 2016 17:31 |  #1483

Nope, I got the RAW file. On the link it has a download button, hitting that button shows the code of the raw file for me instead of downloading it. I downloaded it by rmb on the download button and selecting save file.


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May 03, 2016 18:11 as a reply to  @ DagoImaging's post |  #1484

Ah right I see :) cool




  
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twists ­ n ­ turns
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May 04, 2016 00:03 |  #1485

IMAGE: http://i1222.photobucket.com/albums/dd486/18ch88/3G5C1909%20pon%20edit%20done.jpg
IMAGE LINK: http://i1222.photobuck​et.com …9%20pon%20edit%​20done.jpg  (external link) on photobucket

And just one for giggles if i may..

IMAGE: http://i1222.photobucket.com/albums/dd486/18ch88/3G5C1909%20pon%20edit%20fallout.jpg
IMAGE LINK: http://i1222.photobuck​et.com …0pon%20edit%20f​allout.jpg  (external link) on photobucket



  
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