[Boards: 3 / a / aco / adv / an / asp / b / biz / c / cgl / ck / cm / co / d / diy / e / fa / fit / g / gd / gif / h / hc / his / hm / hr / i / ic / int / jp / k / lgbt / lit / m / mlp / mu / n / news / o / out / p / po / pol / qa / r / r9k / s / s4s / sci / soc / sp / t / tg / toy / trash / trv / tv / u / v / vg / vp / vr / w / wg / wsg / wsr / x / y ] [Home]
4chanarchives logo
>Use Deep Learning to Automatically Colorize Black and Wh
Images are sometimes not shown due to bandwidth/network limitations. Refreshing the page usually helps.

You are currently reading a thread in /g/ - Technology

Thread replies: 243
Thread images: 151
File: 35mdxci.jpg (408 KB, 1600x1200) Image search: [Google]
35mdxci.jpg
408 KB, 1600x1200
>Use Deep Learning to Automatically Colorize Black and White Photos

http://demos.algorithmia.com/colorize-photos/
>>
>>55591101
>>
>>55591284
she got uglier by colorizing it, thanks fag
>>
The river turned into a grass field
>>
Hidler :DD
>>
File: quite good.jpg (313 KB, 779x856) Image search: [Google]
quite good.jpg
313 KB, 779x856
it's okay.
>>
File: bwc.jpg (3 MB, 1600x2700) Image search: [Google]
bwc.jpg
3 MB, 1600x2700
>>
>>55591728
n-narancia??
>>
File: rendered-comparison (1).png (310 KB, 500x493) Image search: [Google]
rendered-comparison (1).png
310 KB, 500x493
>>55591728
That was the first thing I did! I went to find 2d and see what it would do. Its know. It has a way to go, but it really is getting there.

Black and white will be the new color just wait, computer senpai has got our backs.
>>
>>
>>
>>
Not bad...
>>
File: rendered-comparison (2).png (516 KB, 800x524) Image search: [Google]
rendered-comparison (2).png
516 KB, 800x524
Color me impressed.
>>
>>55591728
I feel like the wonky shading style common in Korean comic books is confusing it a little.
>>
>>55591830
The top pic is oversaturated as hell. The bottom is probably closer to how it actually looks like.
>>
File: top ebin.jpg (156 KB, 780x773) Image search: [Google]
top ebin.jpg
156 KB, 780x773
cool it even does comics
>>
>>
>>
>>
Cuel
>>
>>55593129
Damn, that's pretty accurate.
>>
I thought of something
1/2
>>
>>55593129
WE
>>
>>
File: rendered-comparison.png (1009 KB, 800x533) Image search: [Google]
rendered-comparison.png
1009 KB, 800x533
2/2
>>
>>55591101
it sucks
>>
>>55592648
>>
what the fuck
this is terrifying
>>
>>
>>55591101
Now I can continue to read my yaoi comics in colour while the author is taking a break from colouring while they catch up. http://www.technicolorlondoncomic.com/comic/045-6
>>
>>55593248
Never mind, this is not working at all for that comic.
>>
>>
I figure it was smart enough to determine there's just people and nothing else, so it just colorized that. But I'm curious about the "glow" around them. I assume it's doing more than just assigning color x to pixels of value y across the image.
>>
>>
NEIN!
>>
>>
>>55593216
Well this was a little disappointing.
It just made it steampunk colored.
>>
>>55593284
isn't this CP?
>>
>>55593356
Is there anything sexual in that image? Maybe if you're a sadist child predator.

No.
>>
>>55593267
That looks pretty sick
>>
>>55593359
NSFW you dumb fuck
>>
>>55593330
brown and bloom is the default it seems
>>
File: rendered-comparison (1).png (411 KB, 800x400) Image search: [Google]
rendered-comparison (1).png
411 KB, 800x400
>>55591101
neat
>>
This is creepy
>>
File: 1362160526997.jpg (508 KB, 798x1021) Image search: [Google]
1362160526997.jpg
508 KB, 798x1021
>>
File: canvas.png (867 KB, 620x488) Image search: [Google]
canvas.png
867 KB, 620x488
>>
>>
>>
This one scared me with how good it was
>>
File: image.png (720 KB, 561x800) Image search: [Google]
image.png
720 KB, 561x800
How does this work exactly? It's cool as fuck.
>>
File: i aint gay colorized.png (251 KB, 367x400) Image search: [Google]
i aint gay colorized.png
251 KB, 367x400
Eh, kinda.
>>
>>55593267
>ratm
my friend
>>
>>55593267
o fuck wildfire
>>
>>55593848
Shiggy
>>
>>55591493
>>55591610
>>55592540
>>55592560
the color bleed it ends up with sometimes is actually a bretty cool effect.
>>
File: Untitled.png (22 KB, 819x694) Image search: [Google]
Untitled.png
22 KB, 819x694
>>
>>55594010
>>
>>55593264
Doesn't work on shitty art, only real life or realistic art and animeme.
>>
File: Untitled.png (162 KB, 819x694) Image search: [Google]
Untitled.png
162 KB, 819x694
>>
>>55594047
Really seems to like yellow for non-photos.
>>
>>55594076
give it a black and white mondrian
>>
File: bleed.jpg (174 KB, 1280x640) Image search: [Google]
bleed.jpg
174 KB, 1280x640
>>55593995
convert original.jpg -colorspace YUV -channel GB -blur 50x20 -colorspace sRGB blurred.jpg
>>
>>55594023
Alright... First one to make me shuckle
>>
>>55591101
I'm trying to colorize some clips from Dr. Strangelove, but I'm a beginner at programming and can't figure out the API. Anyone else want to give it a shit?
>>
>>55592707
Source for that?
>>
>>55594107
neet
>>
>>
>>55594107
is this possible as an ffmpeg command?

I could always export frames convert and then stitch together again I suppose
>>
>>
>>55591101
How did they train this network? Did they give it grayscaled photos and compared it with the original ones?
>>
>>
>>
File: rendered-comparison.png (342 KB, 800x563) Image search: [Google]
rendered-comparison.png
342 KB, 800x563
1/2
>>
>>
>>55594275
2/2
>>
>>
>>
File: WE-WUZ-KANGS-N-SHIET.png (468 KB, 491x500) Image search: [Google]
WE-WUZ-KANGS-N-SHIET.png
468 KB, 491x500
>>
>>55592435
Seems to work OK with cute brown girls, probably the generous use of screentones.
>>
File: a.png (450 KB, 1920x1080) Image search: [Google]
a.png
450 KB, 1920x1080
>>
File: b.png (533 KB, 800x450) Image search: [Google]
b.png
533 KB, 800x450
>>
>>55594522
incredible.
>>
File: image.png (127 KB, 260x252) Image search: [Google]
image.png
127 KB, 260x252
sp00ky
>>
>>55594522
Im so used to 4chan i forgot it was piss-stained
>>
File: stallman.png (585 KB, 800x546) Image search: [Google]
stallman.png
585 KB, 800x546
>>
File: pepe.png (145 KB, 2658x2560) Image search: [Google]
pepe.png
145 KB, 2658x2560
>>
File: pepe.png (425 KB, 800x770) Image search: [Google]
pepe.png
425 KB, 800x770
>>
File: image.png (259 KB, 385x355) Image search: [Google]
image.png
259 KB, 385x355
>>
File: rendered-comparison(1).png (968 KB, 647x800) Image search: [Google]
rendered-comparison(1).png
968 KB, 647x800
>>55591101
>>
File: that feel when no color.png (177 KB, 800x800) Image search: [Google]
that feel when no color.png
177 KB, 800x800
>>
>>
>>55591728
Shit dude I gotta try this
>>
File: nice.png (905 KB, 596x794) Image search: [Google]
nice.png
905 KB, 596x794
The red isn't accurate, but it's a nice touch.
>>
File: rendered-comparison.png (330 KB, 800x533) Image search: [Google]
rendered-comparison.png
330 KB, 800x533
I don't think it worked. I'll try something else.
>>
File: rendered-comparison (1).png (547 KB, 555x800) Image search: [Google]
rendered-comparison (1).png
547 KB, 555x800
Looks TERRIBLE
>>
File: Lucy from Elfen Lied.png (663 KB, 800x430) Image search: [Google]
Lucy from Elfen Lied.png
663 KB, 800x430
Well, at least it tried...
>>
File: image.png (717 KB, 800x542) Image search: [Google]
image.png
717 KB, 800x542
>>
Pretty decent
>>
File: cow.png (1 MB, 1644x516) Image search: [Google]
cow.png
1 MB, 1644x516
kek
>>
>>55594697
Lucy was red
>>
>>55594730
Umm... Do you have the original picture?
>>
>>55594627
syd is the fucking man
>>
Neat thread OP. It's too bad our processors are are at its limits and get we can't get that much juice anymore. InGaAs or memephene when?
>>
>>
File: image.png (554 KB, 800x450) Image search: [Google]
image.png
554 KB, 800x450
>>
>>55594730
>>55594765
that composure tho.
>>
File: image.png (827 KB, 547x730) Image search: [Google]
image.png
827 KB, 547x730
>>
File: image.png (600 KB, 800x451) Image search: [Google]
image.png
600 KB, 800x451
>>
>>
File: rendered-comparison.png (36 KB, 218x91) Image search: [Google]
rendered-comparison.png
36 KB, 218x91
>>
File: image.png (782 KB, 800x500) Image search: [Google]
image.png
782 KB, 800x500
>>
>>55594713
Messed up his blue eyes tho
>>
File: 0uyOA.jpg (92 KB, 600x1000) Image search: [Google]
0uyOA.jpg
92 KB, 600x1000
>>
File: wtf.png (510 KB, 480x800) Image search: [Google]
wtf.png
510 KB, 480x800
>>55595343
>>
>>55594192
Fuck knows. I don't speak FFmpeg, I only speak imagemagick.

(FFmpeg people need to take a page from ImageMagick's book when it comes to writing a command line that isn't a laughingstock)
>>
>>55594522
sure is summer
>>
>>55595463
le
>>
>>
File: rendered-comparison (1).png (464 KB, 610x405) Image search: [Google]
rendered-comparison (1).png
464 KB, 610x405
>>55591101
>>
File: 2016-07-15_21-47-55.png (292 KB, 562x383) Image search: [Google]
2016-07-15_21-47-55.png
292 KB, 562x383
It works sometimes on hentai, but gets confused on images with no shading and seems to want to use yellow instead of skin tones on most pictures
>>
File: _20160715_200146.jpg (39 KB, 373x234) Image search: [Google]
_20160715_200146.jpg
39 KB, 373x234
>>55595617
I actually like it on hentai, adds some warmth

With some small cleanup it wouldnt be perfect but it'd be okay
>>
>>55595750
This reminds me of the low quality printing jobs of the 90's or something, like looking at old manga
>>
File: notevethisworks.png (144 KB, 300x626) Image search: [Google]
notevethisworks.png
144 KB, 300x626
>>
>>55595817
No sense of aesthetics

The small touches of skin tone make it a lot more soft
>>
>>55594644
I've should look before post
>>55595817
>>
File: face scared54.gif (254 KB, 540x699) Image search: [Google]
face scared54.gif
254 KB, 540x699
>>55591101
So deep learning really is just a meme I guess.
>>
File: 2016-07-15_22-10-16.png (600 KB, 560x547) Image search: [Google]
2016-07-15_22-10-16.png
600 KB, 560x547
>>55595617
>>
>>55595866
Its not ready for showtime, but one day it will be good enough to where we can use the api to color all of our manga.

So spook-chan you are safe for now.
>>
File: 2016-07-15_22-17-05.png (601 KB, 800x594) Image search: [Google]
2016-07-15_22-17-05.png
601 KB, 800x594
>>55595882
>>
File: IMG_4632.jpg (67 KB, 500x403) Image search: [Google]
IMG_4632.jpg
67 KB, 500x403
>>55591101
lets see...
>>
File: wawa.jpg (388 KB, 1640x1326) Image search: [Google]
wawa.jpg
388 KB, 1640x1326
>>55595891
meh/10
>>
File: 1409236222329.png (574 KB, 520x700) Image search: [Google]
1409236222329.png
574 KB, 520x700
I don't understand how this works.

Should I ask /g/?
>>
File: 06 saturn 3.jpg (39 KB, 946x710) Image search: [Google]
06 saturn 3.jpg
39 KB, 946x710
Alright /g/, let's see if it can colorize planets
>>
File: itsshit.jpg (150 KB, 1590x1194) Image search: [Google]
itsshit.jpg
150 KB, 1590x1194
>>55595932
wow it's shit
>>
File: 2016-07-15_22-26-14.png (303 KB, 341x435) Image search: [Google]
2016-07-15_22-26-14.png
303 KB, 341x435
Wow such color
>>
>>55591101
I'm pretty sure this is just using a modified version of a sepia tone filter.
>>
File: rendered.jpg (587 KB, 1120x700) Image search: [Google]
rendered.jpg
587 KB, 1120x700
>>
File: 2016-07-15_22-33-10.png (346 KB, 509x394) Image search: [Google]
2016-07-15_22-33-10.png
346 KB, 509x394
I wonder if this is totally headless or if there's someone watching the feed of porn I'm feeding it
>>
>>55596010
I really hope someone is watching the feed of weird ass porn we have been having it color. I know I have been playing with it most of today, not sharing all my stuff.
>>
>>55594758
yeah
>>
File: MTE1ODA0OTcxOTgzNzM0Mjg1.jpg (20 KB, 300x300) Image search: [Google]
MTE1ODA0OTcxOTgzNzM0Mjg1.jpg
20 KB, 300x300
>>55596082
Gimme a sec to color it
>>
File: b&w.png (504 KB, 726x412) Image search: [Google]
b&w.png
504 KB, 726x412
This shit is amazing!
>>
>>55595964
It seems like "lazy sepia filter" is just what it defaults to when it can't figure out what it's looking at. For example it seems bad at identifying people/characters in general.

If it CAN figure out what it should color, it does different things.
>>
>>55596096
It's pretty fucking accurate. >>55595866 can suck it
>>
>>55593356
who cares
>>
>>55593356
That picture is in almost every high school history textbook. I don't think it's cp.
>>
>>55595866
are you saying that like its a good thing or a bad thing
>>
>>55594618
WHY IS PEPEP RED
>>
>>55595987
artifacts
>>
>>55593284
Colorizing old B&W shit really adds another layer of reality to it
>>
>>55595617
bruh source
>>
>>55593267
What if the green flame is accurate , his mind is releasing something
>>
>>55597425
gelbooru, searched monochrome, on the first page
>>
File: rendered-comparison.png (368 KB, 480x270) Image search: [Google]
rendered-comparison.png
368 KB, 480x270
>>
>>55595610
>>55597545
>>
>>55597557
oh
>>
>>55595610
ha.
I thought of this one earlier, but had no idea who he was or the caption that went with the image I saw him in.
>>
>>
File: 1450272582930.png (7 KB, 176x225) Image search: [Google]
1450272582930.png
7 KB, 176x225
>>55597502
>tifa
i never noticed her sleeves
thanks anyways
>>
>>55591493
Actually the Seine (one of the rivers that flow through Paris) is a disgusting green color.
>>
File: diana rigg.png (841 KB, 989x682) Image search: [Google]
diana rigg.png
841 KB, 989x682
needs work
>>
Not fucking bad
>>
>>
This thing keeps surprising me how good it is
>>
>>
>>
>>55593267
kek it's the warcraft movie all over again
>>
>>55595610
>>55597545
Top lel.
>>
>yfw a few years down the line we'll be able to colorize entire movies
>>
File: tinsoldiers.png (1 MB, 800x560) Image search: [Google]
tinsoldiers.png
1 MB, 800x560
seems pretty shit
>>
File: rendered-comparison.png (555 KB, 536x800) Image search: [Google]
rendered-comparison.png
555 KB, 536x800
>>
>>
File: tinsoldier2.png (1 MB, 800x472) Image search: [Google]
tinsoldier2.png
1 MB, 800x472
>>
File: 3491rendered-comparison.png (463 KB, 542x800) Image search: [Google]
3491rendered-comparison.png
463 KB, 542x800
Mhè...
>>
>>55597545
kek
>>
>>
I'm gonna make a website that uses Deep Learning to automatically black-and-white-ize color photos.
>>
File: image.jpg (92 KB, 600x800) Image search: [Google]
image.jpg
92 KB, 600x800
If it cant handle the beauty of my Bridget Regan it doesnt work
>>
>>55598054
>to automatically black-and-white-ize color photos.

You mean
>my hentai collection.
>>
>>55594684
>>55594697
Those are not photos, retards
>>
>>
File: Beerbarrel.jpg (36 KB, 465x343) Image search: [Google]
Beerbarrel.jpg
36 KB, 465x343
>>55597933
They've been colorizing films for decades. But it was largely done by hand. The revelation (or attempt) here is they can feed a random image to the computer and it figures out on its own, "this a tree, it should be green. This is sky, it should be blue. This is an Apple, it should be red." Then sometime further down the line it'll be able to determine, "this is an xyz-fish it should be colored in this manner." "This is a person, David Bowie as Ziggy Stardust, his makeup should be these colors."
>>
>>55593278
the chromatic aberrations in this make it look like it was released on VHS in the early 90s
>>
File: 79787.jpg (43 KB, 720x720) Image search: [Google]
79787.jpg
43 KB, 720x720
>>55595610
>>
>>55594522
pissing in an ocean of piss, etc
>>
File: meme overdose.png (66 KB, 997x775) Image search: [Google]
meme overdose.png
66 KB, 997x775
>>55595866
This is you.
>>
>>55598133
>this is a human, it should be white
>>
>>55596128
nice try
its obviously fake
>>
so basically vhs compressor
there should be codec. imagine saved space
convert movies to b&w and then watch colour vhs quality movie
somebody should deploy b&w movie into that thing
strangelove or lolita
who will make automatic script?
>>
D E V I L I S H

>inb4 dumb frogposter
>>
How does it work
>>
>>55592560
>>55593032
>>55593116
>>55593330
>>55593606
>>55594802
>>55597865
>>55597881
>>55597957
>>55597965
So that's how they made Skyrim Remastered
>>
File: 1424770054784.jpg (1 MB, 1367x2048) Image search: [Google]
1424770054784.jpg
1 MB, 1367x2048
This looks cool, lets try.
>>
>>55598488
>>
File: 1424208384087.jpg (362 KB, 1500x996) Image search: [Google]
1424208384087.jpg
362 KB, 1500x996
>>
>>55598411
I'll make a logo
>>
>>
>>55591101
Thanks a lot for posting this.
I have some old photos of my family in BW and I guess my mom will find them interesting in color.
>>
>>55598505
i like it.
>>
>>55598411
>>55598518
Typically in my experience Deep Learning applications take up quite a bit of CPU/GPU. If someone figures out how to do this on-the-fly it would be pretty cool.
>>
>>
File: 1432675216696.jpg (581 KB, 1800x1200) Image search: [Google]
1432675216696.jpg
581 KB, 1800x1200
>>
>>
>>55598532
i just want script that throws thousands of images at that site and automatically downloads them
>>
>>55598545
>>
>>
>>
>>
>>
hey this is fun
>>
File: nc.jpg (210 KB, 1600x551) Image search: [Google]
nc.jpg
210 KB, 1600x551
Works great
>>
>>55598662
now do whole movie
>>
>>55592707
thats really fucking hot
>>
>>
>>55598555
write on then you fucking faggot
>>
File: egypt-king.png (364 KB, 370x471) Image search: [Google]
egypt-king.png
364 KB, 370x471
SHEEEIIIIIIT
>>
File: using_that_word.jpg (45 KB, 500x420) Image search: [Google]
using_that_word.jpg
45 KB, 500x420
>>55598411
>deploy
>>
>>55591728
the mad individual
>>
>>55598497
>>55598534
>>55598562
>>55598597

Thats no AI
thats an instagram filter
>>
File: img01.jpg (41 KB, 254x360) Image search: [Google]
img01.jpg
41 KB, 254x360
>>
>>55598133
someday
>>
>>55600905
>>
>>55600929
Pretty good, in that it didn't just color everything in a sepia tone.
>>
>>55595952
bruh they already said it doesn't work on made up animu shit
>>
>>55593267
This is too good, nvidia releases a green flame while red car has no driver.
>>
File: rendered-comparison (2).png (693 KB, 800x600) Image search: [Google]
rendered-comparison (2).png
693 KB, 800x600
Love this, been sat playing with it all morning.
>>
File: rendered-comparison.png (339 KB, 800x432) Image search: [Google]
rendered-comparison.png
339 KB, 800x432
>>
>>55601109
underrated post
>>
File: 1457170795861.png (669 KB, 800x578) Image search: [Google]
1457170795861.png
669 KB, 800x578
>>
It doesn't do a good job of capturing blacks.
>>
The amount of hitler in this thread makes me realize yet again that /g/ is full of underaged kids.
>>
>>55598173
>image limit reached
http://i.imgur.com/QTof0tP.png

>>55601365
I agree
>>
>>55594107

Semen demon, who etc
>>
>>55594684
Source?
>>
>>55601414
Hitoribocchi no OO Seikatsu
>>
How long would it take to implement this in Python?
>>
>>55601564
The amount of time it takes to remove the Jupyter bullshit from this. If you took the time to read, you would know that this is what they used and that it's a;ready been done for you.

https://github.com/richzhang/colorization
>>
>>55600549
Who said it was AI? It's just an algorithm
>>
>>55592435
Do you have the original for that
>>
>>55597965
give original and colorized versions please
Thread replies: 243
Thread images: 151

banner
banner
[Boards: 3 / a / aco / adv / an / asp / b / biz / c / cgl / ck / cm / co / d / diy / e / fa / fit / g / gd / gif / h / hc / his / hm / hr / i / ic / int / jp / k / lgbt / lit / m / mlp / mu / n / news / o / out / p / po / pol / qa / r / r9k / s / s4s / sci / soc / sp / t / tg / toy / trash / trv / tv / u / v / vg / vp / vr / w / wg / wsg / wsr / x / y] [Home]

All trademarks and copyrights on this page are owned by their respective parties. Images uploaded are the responsibility of the Poster. Comments are owned by the Poster.
If a post contains personal/copyrighted/illegal content you can contact me at [email protected] with that post and thread number and it will be removed as soon as possible.
DMCA Content Takedown via dmca.com
All images are hosted on imgur.com, send takedown notices to them.
This is a 4chan archive - all of the content originated from them. If you need IP information for a Poster - you need to contact them. This website shows only archived content.