Machine Learning in JavaScript (TensorFlow Dev Summit 2018)
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- čas přidán 29. 03. 2018
- Nikhil Thorat and Daniel Smilkov discuss TensorFlow.js, which is TensorFlow’s new machine learning framework for JavaScript developers. It supports building ML models in JavaScript, and training and deploying them in browser for execution using WebGL. They focus on tensorflow.js-Core which is a rebranding of deeplearn.js, and a new high-level layers API to make it easier to develop ML models in JavaScript. Initial set of converters for converting saved TF models into JS is also being released.
Visit the site → js.tensorflow.org/
Check out the blog for an article on Machine Learning in JavaScript → / tensorflow
TensorFlow Dev Summit 2018 All Sessions playlist → goo.gl/Lsaq1R
Subscribe to the TensorFlow channel → goo.gl/ht3WGe
event: TensorFlow Dev Summit 2018; re_ty: Publish; product: TensorFlow - TensorFlow JS; fullname: Nikhil Thorat, Daniel Smilkov; event: TensorFlow Dev Summit 2018; - Věda a technologie
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.
Wow this is great news for JS scene. Interoperability between JS and ML can bring a lot of new and exciting posibilities.
I look forward to being able to take advantage of Node.js for backend interface with TensorFlow.js.
+1
++1
This is history in the making!
great job guys. thanks for tensorflow.js and Ops API. Can't wait to try them out.
These kids are really changing the world. It's amazing!!! Bigup
Wow! This really opens up a lot of fun things to make. Thanks for the talk!
Awesome! Thank you for sharing and open sourcing tensorflow.js
Another video watched to understand and experience the essence of TensorFlow.
This has been a thing for more than 4 days and nobody told me??
Oh, thank you guys. I will love it :)
Wow just can't wait !!!!!!!!!!!!!!!!!!!!!!!!!!!!! because Js is very close to my heart
Great efforts!!
It is going to be a huge transformation for the Web to integrate it with ML!
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!
bravo! What an awesome presentation!!!
Great Job team #GoogleBrain, you're really pushing the limits of possibilities by integrating AI technology within browser.
I am really exited to use it tensorflowjs cool!
Thank u for this awesome information
This is awesome. We are now in the future.
New age webpages are on their way!!
That pacman at 15:45 is really funny :)
Awesome..!! Do you have any plans of making tensorflow available on flutter apps.?
OMFG. AWESOME!
such stuff insipire us to think and create more forward ideas.Tensor flow.js one of that.
Great stuff
Thanks
Cool!!!!
😍😍😍😍😍😍 this is love ❤
That's a very interesting technology.
yeah
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...
Does anyone know where I can find the example from 3:40?
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
So now I don't need python to code my backend for ML for a web app? I can use this library?
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.
Nikhil, were you in a short film named "The most beautiful thing?"
Is there an ETA for the Node release?
Will there be a windows binding?
Javascript is seriously taking over.
can you please direct me to the tutorial were i can learn doing tensorflow js app on smartphone
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
wauw nice does it work in NodeJS?
Yes there is. To answer my question, skip to: 19:20
JS have access to Bluetooth too
0:35 Where is Vsauce?
Best comment
Which NVIDIA GPU is good to start playing with this code?
Alberto D, any gtx 10XX card is decent. So far I'm loving the performance on my gtx1080
biro from where to learn ML using JS in free
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
Carpio Erwin John T. It could be the old android version or it could be the specific device you are using?
can we use tensorflow.js with php?
No, but you can use it with the javascript inside your php application
Well you can use JavaScript with php but you cant call tensorflow in php because it is a JavaScript library not a php library
Why you no Web Assembly?
Maybe because lots of the intensive work is being done by the GPU?
Who else wants to swear because of the awesomeness here?
Glad the emoticon game didn't show a 💩 :)))
Only me notice that this guy looks like Joey in Friends...?
I thought this was an April fool's joke
its basically a wrapper above the python model.
Sandy i recommend you to watch the code train vid about tensorflow.js
OK. Thank you
Next up. Brainfuck TensorFlow. C'mon Google! People believe in you
The leftmost laptop/Macbook has a p5.js sticker on it. *_HMMMM...._*
oh no
now webdevs will write even worse code and be even more insufferable
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.
Don’t be jealous
ES7 is killing python
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.
"Any application that can be written in JavaScript, will eventually be written in JavaScript."
~ Jeff Attwood
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.
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.
If you really hate JavaScript that much you're probably using it wrong
He can't hate it that much, after all he took advantage of javascript to make that comment.
Oh look another one who drank the 'Javascript is evil' koolaid
why? because "Any application that can be written in JavaScript, will eventually be written in JavaScript."
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.