Machine Learning in JavaScript (TensorFlow Dev Summit 2018)

[@efhiii]

I look forward to being able to take advantage of Node.js for backend interface with TensorFlow.js.

[@geraldoramos1695]

+1

[@manoloalvarez9004]

++1

[@scikick]

After the brief mobile-detour, the world is moving back to web. With progressive apps, and these super interactive real-time apps, I can see using just bookmarks instead of apps on my phone. This looks promising.

[@John-Trager]

This is history in the making!

[@yagolopez6186]

Wow this is great news for JS scene. Interoperability between JS and ML can bring a lot of new and exciting posibilities.

[@Engineer1GH]

These kids are really changing the world. It's amazing!!! Bigup

[@PhoenixRisingFromAshes471]

Wow just can't wait !!!!!!!!!!!!!!!!!!!!!!!!!!!!! because Js is very close to my heart

[@jeremykothe2847]

This has been a thing for more than 4 days and nobody told me??

[@behdadpayami8449]

great job guys. thanks for tensorflow.js and Ops API. Can't wait to try them out.

[@whyisthereahandlenow]

This is Google's most dedicated prank yet. I just tried the webcam pacman game and saw they even went as far as actually implementing it!

[@josedasilva585]

Another video watched to understand and experience the essence of TensorFlow.

[@deus9246]

Awesome..!! Do you have any plans of making tensorflow available on flutter apps.?

[@aravindsankaran3778]

New age webpages are on their way!!

[@sanattaori8519]

That pacman at 15:45 is really funny :)

[@danhadzami]

This is awesome. We are now in the future.

[@PoosNweez]

Awesome! Thank you for sharing and open sourcing tensorflow.js

[@andrescarbo1135]

Does anyone know where I can find the example from 3:40?

[@robertlam88]

Wow! This really opens up a lot of fun things to make. Thanks for the talk!

[@wilwad]

Am struggling to get much for TensorFlow and node JS. Am not much into browser code. Right now am looking at 163% CPU running TensorFlow browser demos

[@AvinashKumar-zo1pt]

Great Job team #GoogleBrain, you're really pushing the limits of possibilities by integrating AI technology within browser.

[@yahya_elharony]

Great efforts!! It is going to be a huge transformation for the Web to integrate it with ML!

[@someguy5049]

Will there be a windows binding?

[@sharlsherif5710]

Javascript is seriously taking over.

[@SimonKlimekNetwork]

clever question of Edward Haas about node.js with TF is it possible so far to manage this sort of stuff, I got the API from GraphQL served by Node.js as a backend server, how can I operate on this data using TF? Is it any caste study building recommendation system using Node js and TF based on data API from GraphQL

[@sanattaori8519]

I am really exited to use it tensorflowjs cool!

[@MelroyvandenBerg]

wauw nice does it work in NodeJS?

[@MelroyvandenBerg]

Yes there is. To answer my question, skip to: 19:20

[@maskman4821]

bravo! What an awesome presentation!!!

[@nielshoogeveen3767]

So now I don't need python to code my backend for ML for a web app? I can use this library?

[@besbosebesbose1873]

JS have access to Bluetooth too

[@nfcopier1]

Is there an ETA for the Node release?

[@DivyansuAmbastha]

0:35 Where is Vsauce?

[@Penguinz-fr1mu]

Best comment

[@mokumoku6492]

How can you achieve a good prediction in the browser if you need plentiful data to train given a minuscule device memory? Someone might be willing to explain.

[@svitirur1665]

can you please direct me to the tutorial were i can learn doing tensorflow js app on smartphone

[@AbhishekKumar-mq1tt]

Thank u for this awesome information

[@icurtispe]

Which NVIDIA GPU is good to start playing with this code?

[@VenturaPiano]

Alberto D, any gtx 10XX card is decent. So far I'm loving the performance on my gtx1080

[@sunnyd.4705]

such stuff insipire us to think and create more forward ideas.Tensor flow.js one of that.

[@rickragv]

hi i have a object detection model, using tensorflow object detection inception v2. cant able to figure out output node name which is required for tensorflow js... any help...

[@jamjam3448]

Thanks

[@raunakmitra7868]

Nikhil, were you in a short film named "The most beautiful thing?"

[@foobar1231]

That's a very interesting technology.

[@sen1482]

can we use tensorflow.js with php?

[@harvindersingh-xb2pz]

No, but you can use it with the javascript inside your php application

[@navjotsingh2251]

Well you can use JavaScript with php but you cant call tensorflow in php because it is a JavaScript library not a php library

[@vipingautam1400]

biro from where to learn ML using JS in free

[@jpvillaseca]

OMFG. AWESOME!

[@carpioerwinjohnt]

Hi, tried it on laptop chrome and the emoji app works great. Then I tried it on android chrome (android 5 using latest chrome) but it says that the browser does not support the web app. Any suggestions? or is it the old android version? thanks. #AskTensorFlow

[@navjotsingh2251]

Carpio Erwin John T. It could be the old android version or it could be the specific device you are using?

[@BinaryReader]

Why you no Web Assembly?

[@thomassynths]

Maybe because lots of the intensive work is being done by the GPU?

[@bingeltube]

Great stuff

[@andrejschefer1829]

yeah

[@YoganathanPalaniswamy]

😍😍😍😍😍😍 this is love ❤

[@RIMJANESSOHMALOOG]

Who else wants to swear because of the awesomeness here?

[@jamesxxxxxx]

Cool!!!!

[@YouuRayy]

Glad the emoticon game didn't show a 💩 :)))

[@malowwang6211]

Only me notice that this guy looks like Joey in Friends...?

[@VadimBolshakov]

Next up. Brainfuck TensorFlow. C'mon Google! People believe in you

[@fakeapplestore4710]

I thought this was an April fool's joke

[@sandeepvk]

its basically a wrapper above the python model.

[@incivileluca3134]

Sandy i recommend you to watch the code train vid about tensorflow.js

[@sandeepvk]

OK. Thank you

[@Brahvim]

The leftmost laptop/Macbook has a p5.js sticker on it. *_HMMMM...._*

[@MisterFanwank]

oh no now webdevs will write even worse code and be even more insufferable

[@yagolopez6186]

JS has evolved a lot lately with ES6 and Typescript. You can write code as good as in C#, Java or Python. Dont be so negative.

[@jpdorsy8404]

Don’t be jealous

[@lionardo]

ES7 is killing python

[@yagolopez6186]

I would say Python tends to produce bad code and software architecture. It seems designed by scientists, not software engineers but has good things like linear algebra and matrix calculus. I wish there would be something like that in javascript.

[@Algebrodadio]

"Any application that can be written in JavaScript, will eventually be written in JavaScript." ~ Jeff Attwood

[@jameshopkins3541]

The javascript program that allows this easy programming Machine Learning in JavaScript is impossible of understanding. So I hate this approach. So I prefer Anaconda-Spyder-Phyton.

[@dedipyamandas3735]

Why would they bring the awful crappy sin that is JavaScript again and again? JavaScript is something we use because we have no other option, not because it's somehow magically good. Please, start moving away from JavaScript already.

[@jsnellink1990]

If you really hate JavaScript that much you're probably using it wrong

[@efhiii]

He can't hate it that much, after all he took advantage of javascript to make that comment.

[@akparhi007]

Oh look another one who drank the 'Javascript is evil' koolaid

[@skysapphire]

why? because "Any application that can be written in JavaScript, will eventually be written in JavaScript."

[@Khangress]

Looks like you've been trying hard to cut vegetables with a war grade sword. No matter how you're at it you'll end up spoiling the veggies and the curry too. What you need instead is a fine kitchen blade that does the job well. Moral - You're doing it wrong mate, don't just blame the blade.

[@gionnimontana9203]

Oh, thank you guys. I will love it :)