Tensorflow.js - running Machine Learning algorithm on web browser

2년 전

Tensorflow.js

running Machine Learning algorithm on web browser


Screenshots

TF_JS_lockup.png

posenet_preview.jpg

teachablemachine_preview.jpg


Hunter's comment

Yea, you heard right, now you don't need to have a server in order to run Machine Learning or AI anymore!

Tensorflow is a famous library created by Google as a framework for creating Machine Learning and AI.

At this current state, TensorFlow.js is a javascript library that is able to run on web front end, and by this means that you no longer required to connect to a server from time to time to let the AI analyzed the data, but instead, it runs on your browser!

Once a Machine Learning model is trained, you can simply deploy it with TensorFlow.js, which made it blazing fast.

Look at this awesome Demo!

What's more exciting? This project is open source on Github.

Github Repository


Link

https://js.tensorflow.org/


Contributors

Hunter: @superoo7



Steemhunt.com

This is posted on Steemhunt - A place where you can dig products and earn STEEM.
View on Steemhunt.com

Authors get paid when people like you upvote their post.
If you enjoyed what you read here, create your account today and start earning FREE STEEM!
STEEMKR.COM IS SPONSORED BY
ADVERTISEMENT
Sort Order:  trending

Pros :

  • It does use some flexible and intuitive APIs where you can build mobels in scratch using the low-level JavaScript library
  • It can also run some pre-existing TensorFlow flow under any browser
  • It does retain some pre-exisitng ML models by just using sensor data
  • It has several demo and sample codes

Cons :

  • This JavaScript library is great. I have no cons for this.

Thank you for posting on Steemhunt!

However, your post has been delisted on Steemhunt because it does not meet the following Posting Guidelines:


9. No Duplication Allowed

Steemhunt does not allow the same product to be posted twice. The website automatically checks the URL, but it is still your responsibility to check that the product has not been posted earlier. If your product has already been featured from the same brand, the duplication is allowed only when:

The product is a newer model (V2) or has been majorly updated from the original one.
They are both main products (not accessories or sub-products).

Original Post: https://steemhunt.com/@acdevan/tensorflow-an-open-source-machine-learning-framework-for-developers


You can reach me on Discord.

Wow, it looks cool

Pros:

  • don't need to have a server in order to run Machine Learning or AI anymore!
  • no installation needed
  • run straight from web
  • reliable library offered by Google

Cons:

  • none for this hunt

Thanks for your hunt.

Pros:

  • It's the most advanced machine learning framework
  • It is quite easy to train models
  • Can be used for development purposes directly in the browser

Cons:

  • Nothing

Pros:

  • Many people looking forward for something like this
  • I want to have it right now
  • I would enjoy to have this at home :D

Cons:

  • None

Hey, cool hunt!

·

Thanks 😁

I love A.I. stuff and this is what we need in near future, good find bro!

·

I love A.I. stuff and
This is what we need in near
Future, good find bro!

                 - wilhb81


I'm a bot. I detect haiku.

·

Thanks hahaha

Awesome! Hadn't heard of it before

Who's awesome? You're awesome!
You hunted a great product that has been approved by a Steemhunt moderator.
Congrats, keep sharing your awesomeness tomorrow!

Psst, come and say 'Hi!' on Discord


Important announcement:

Please be aware that we do not allow Bid Bots anymore


Moderator's personal comment:
This is a new version on TensorFlow in JS. So I unhide it.
If someone is not Okay with that, you can reach me on Discord.

·

it's a different product altogether from a programmer's perspective as it utilizes a different framework :)

·

Thanks Folken!

You've been upvoted by TeamMalaysia Community :-

To support the growth of TeamMalaysia Follow our upvotes by using steemauto.com and follow trail of @myach

Vote TeamMalaysia witness bitrocker2020 using this link vote for witness

Hi~ @superoo7 , Happy SteemHunt~~

·

Thanks man 😁

This is awesome! Nice hunt @superoo7

Pros:

  • I honestly can't even comprehend that AI can be run with just javascript on a web front end.. that's so much data to process...
  • Love that it's opensource.
  • Machine can learn without coding...

Cons:

  • It's still hard to believe, I'm going to have to play with it to truly understand how it all works...

Pros:

  • Don't have to install any softwares on your PC
  • Can run straight from the browser
  • great for beginners who wants to learn
  • users can make use of their webcam + mics on their pc
  • being a .js file, users may be able to use it on mobile platforms as well
  • users who have tensorflow background can apply the same ideas to tf.js

Cons:

  • webgl is definitely slower than traditional python AVX
  • js might not have all the libraries which are common in python
·

It still a very early phase, I expect more to come, and they might use wasm in future?

·
·

yea it was just announced not too long ago, 2 months or something like that... wasm huh... interesting... it might speed things up a bit, but again, i don't think it'll be able to make full use of the gpu i guess..

·
·
·

haha true, not for model training...
But wasm shows a lot of potential on server side also. Look at EOS, it is build with WASM.

·
·
·
·

ah okay, havent check out EOS before haha.. will look out for it :)

Congratulation! Your hunt was ranked in 13th place on 14 Jun 2018 on Steemhunt.

We have upvoted your post for your contribution within our community.
Thanks again and look forward to seeing your next hunt!

Want to chat? Join us on:

Hi @superoo7!

Your post was upvoted by utopian.io in cooperation with steemhunt - supporting knowledge, innovation and technological advancement on the Steem Blockchain.

Contribute to Open Source with utopian.io

Learn how to contribute on our website and join the new open source economy.

Want to chat? Join the Utopian Community on Discord https://discord.gg/h52nFrV

Nice AI hunt!