Learn TensorFlow.js - Deep Learning and Neural Networks with JavaScript

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  • เผยแพร่เมื่อ 16 ม.ค. 2025

ความคิดเห็น • 104

  • @jkhhahahhdkakkdh
    @jkhhahahhdkakkdh 5 ปีที่แล้ว +86

    Warning: in case if you want to jump on this, please note that the tutorial is outdated. You will need to use newer functions as some have been deprecated with the newer tensorflow 2.0. Also, remember that you might need "cors" . But overall, it is a great video and lot of explanation to help you out in the future.

    • @bas5rocker311
      @bas5rocker311 4 ปีที่แล้ว +11

      Hey, could you recommend any up to date video for starting out with TensorFlow.js

    • @rasulrukh2907
      @rasulrukh2907 4 ปีที่แล้ว

      @@bas5rocker311 have you find any good resource to learn second version?

    • @rohitj1252
      @rohitj1252 2 ปีที่แล้ว +4

      @@farazahmad9734 that's ultimate but may be hard for beginners

    • @okonkwo.ify18
      @okonkwo.ify18 2 ปีที่แล้ว

      I would want to learn about how things were done in the past . So chill

  • @amanlearnscode
    @amanlearnscode 6 ปีที่แล้ว +25

    Finally, ML for JavaScript developers! Many thanks to FCC :D

    • @druncle1977
      @druncle1977 4 ปีที่แล้ว

      Well, technically, it's just a bunch of array math.. but sure, this lib most certainly makes it A LOT easier..

  • @SpiritualFacts
    @SpiritualFacts 6 ปีที่แล้ว +15

    I am searching for this all over youtube today and here it is. thank u

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว +1

      You're welcome, Spiritual Awakening! Right on time :)

    • @joaoserrano312
      @joaoserrano312 6 ปีที่แล้ว +2

      yeah many copies of the google talk bout tensor.js, finally a different/original one!

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว

      @@joaoserrano312 Thanks!

  • @Владислав-е6щ9ъ
    @Владислав-е6щ9ъ 2 ปีที่แล้ว +1

    The presentation of the material is just awesome!

  • @nuwanrathnayaka926
    @nuwanrathnayaka926 6 ปีที่แล้ว +2

    best video channel on youtube. descriptive and easy to understand. loads of thanks from sri lanka

  • @mudzingwajonah7378
    @mudzingwajonah7378 2 ปีที่แล้ว +1

    I have to admit you are very good at explaining ma'am, you make things intuitive

  • @jacqueswilliam3840
    @jacqueswilliam3840 3 ปีที่แล้ว +5

    one of the most beautiful thing about being alive...is to watch an artist who loves what she does

  • @fuu812
    @fuu812 5 ปีที่แล้ว +4

    I UNDERSTOOD EVERYTHING! 🙏

  • @radovansurlak7445
    @radovansurlak7445 5 ปีที่แล้ว

    Thank you so much for the tutorials guys

  • @adityakadam2256
    @adityakadam2256 3 ปีที่แล้ว

    very well explained... thanks for sharing it.

  • @MrAbhay0007
    @MrAbhay0007 4 ปีที่แล้ว

    This is too good, you've got a fan.

  • @adamwhitehurst
    @adamwhitehurst 6 ปีที่แล้ว +1

    Damn, the clicking of the keys while you debug is soooooooo satifying. Was that an postprocessing effect of just through the microphone while recording?
    Also, I love how you cleverly sneak in some accessory, advanced concepts, like working tree diffs, in such intuitive ways.

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว +4

      Thanks, Adam! Glad you liked it all! For the key clicking, I typed in real-time and then increased the volume in post-production so that the clickity-clackity was louder :D

  • @ShermanSitter
    @ShermanSitter 4 ปีที่แล้ว

    I thought I heard a different word at 4:35. it would have been epic just throwing in there. :)

    • @elendil4543
      @elendil4543 3 ปีที่แล้ว

      🤣🤣🤣🤣

  • @johankuster1377
    @johankuster1377 6 ปีที่แล้ว +1

    Very interesting. Thank you!

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว

      You're welcome, Johan!

  • @FordExplorer-rm6ew
    @FordExplorer-rm6ew 4 ปีที่แล้ว

    Like the voice like the format thx frens

  • @oattao5226
    @oattao5226 4 ปีที่แล้ว +2

    Where can I download the code of this tutorial? The given links not work.

  • @rossthemusicandguitarteacher
    @rossthemusicandguitarteacher 5 ปีที่แล้ว

    Ahhh gonna soak this one up

  • @ayodeledavid3034
    @ayodeledavid3034 6 ปีที่แล้ว

    Thank you, can you guys also make a tutorial on tensorflow for python

  • @naveenhettiwaththa5426
    @naveenhettiwaththa5426 6 ปีที่แล้ว +1

    Can you make a video for a lstm with keras?

  • @paulbrooks5612
    @paulbrooks5612 5 ปีที่แล้ว

    After trying out a few JS machine learning frameworks I now understand why Machine learning isn't for JS. It simply doesn't work well enough with the the language to do anything worthwhile.

  • @rafilalars6347
    @rafilalars6347 6 ปีที่แล้ว

    Thank you very much for your videos, I will appreciate if you prepare a video talk about the differences between layer type and the use cases for each and please focus on lstm design network.

  • @festaazul
    @festaazul 6 ปีที่แล้ว +1

    Firstly, thank you very much for putting this video up! This is really helpful.
    However, I'm receiving an error in predict.js when I run the tf.loadModel(.... i get an error " TypeError: Cannot read property 'model_config' of null"
    And I noticed that after converting the hf5 data model using tensorflowjs_converter, that modelTopology key in the model.json file is blank.
    Who can I reach out to for support?

  • @hisdalon
    @hisdalon 4 ปีที่แล้ว +1

    half way through and did everything as the video, but I can't manage to predict even before the image processing

  • @naimur634
    @naimur634 3 ปีที่แล้ว

    how to preprocess tensors for other models like exception,resnet etc?? is there any source to learn that??

  • @Srichkra
    @Srichkra 4 ปีที่แล้ว +1

    Very nice video and good explanation. But I am not able to download the code. Could you please help...

  • @DevixTech
    @DevixTech 3 ปีที่แล้ว

    Make a vedio on deploying keras model to react native app

  • @noneofyourbusiness8702
    @noneofyourbusiness8702 3 ปีที่แล้ว

    @deeplizard is there an updated version of this?

  • @webdeveloper4401
    @webdeveloper4401 4 ปีที่แล้ว

    can i use this in react js?

  • @alex-kobrin
    @alex-kobrin 2 ปีที่แล้ว

    Can i convert keras to tenserflow online ?

  • @rohit3197
    @rohit3197 6 ปีที่แล้ว +1

    does the python version matter for pip install?

    • @alefratat4018
      @alefratat4018 5 ปีที่แล้ว

      Yes, you need to check the requirements.

  • @aplitetest4247
    @aplitetest4247 5 ปีที่แล้ว +1

    I cannot convert h5 file into model.json through command line, can you please help me

  • @solepanic6583
    @solepanic6583 2 ปีที่แล้ว

    i thought this was cool, then i saw it has memes and it made it even better

  • @ericpeter9343
    @ericpeter9343 5 ปีที่แล้ว

    thanx for the tutorial

  • @hariharapamarjane2215
    @hariharapamarjane2215 3 ปีที่แล้ว

    How can I get a rgb image from a webcam as a input ? please guide me.

  • @getowtofheyah3161
    @getowtofheyah3161 3 ปีที่แล้ว

    tensorflowjs_converter command not found. No easy fixes. Great.

  • @jasnoorsingh5530
    @jasnoorsingh5530 3 ปีที่แล้ว

    Guys if I don't have any knowledge of ML, will it be a good tutorial for me to learn ML?

  • @sssrnty6280
    @sssrnty6280 6 ปีที่แล้ว +7

    Do i need to learn anything else before watching this vid?

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว +8

      Hey Sssrnty - You should be able to complete this one without any problem. It's really a stand-alone series.
      If you are new to deep learning, this series covers the fundamental concepts: deeplizard.com/learn/playlist/PLZbbT5o_s2xq7LwI2y8_QtvuXZedL6tQU
      This one comes next and more code based using Python the Keras API: deeplizard.com/learn/playlist/PLZbbT5o_s2xrwRnXk_yCPtnqqo4_u2YGL
      This one is also code based and a little more advanced using the PyTorch API: deeplizard.com/learn/playlist/PLZbbT5o_s2xrfNyHZsM6ufI0iZENK9xgG

    • @sssrnty6280
      @sssrnty6280 6 ปีที่แล้ว +3

      @@deeplizard Thanks man

    • @sssrnty6280
      @sssrnty6280 6 ปีที่แล้ว +1

      @Deep Chudasama it's fine, I think

  • @kotraner
    @kotraner 4 ปีที่แล้ว

    I tried with mobilenet h5 but it cause error TypeError: Cannot read property 'model_config' of null. I dont' think there's code that work around now.

  • @Magistrado1914
    @Magistrado1914 3 ปีที่แล้ว

    Excelletn course
    08/03/2021

  • @rsanimesh
    @rsanimesh 5 ปีที่แล้ว

    Getting error while converting -
    tfjs.converters.save_keras_model(vgg16,"../Resources/tfjs/tfjs-models/VGG16")
    Error:
    AttributeError: module 'tensorflow' has no attribute 'get_default_graph'
    Versions:
    Keras 2.2.4
    Tensorflowjs '1.1.2'
    Tensorflow '2.0.0-dev20190527'

  • @RSkyCar
    @RSkyCar 6 ปีที่แล้ว

    Hi!
    I couldn't install tensorflow with Python 3.7.1!
    I got the error message in terminal:
    pip install tensorflow
    Collecting tensorflow
    Could not find a version that satisfies the requirement tensorflow (from versions: )
    No matching distribution found for tensorflow.
    I tried to install with Python 3.6 version but got the same error.
    Could you tell what might be the cause of that?
    Thanks!

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว

      This one might help: stackoverflow.com/questions/48720833/could-not-find-a-version-that-satisfies-the-requirement-tensorflow

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว

      Are you trying to install TensorFlow or the TensorFlow.js model converter tool shown in the video?

    • @RSkyCar
      @RSkyCar 6 ปีที่แล้ว

      @@deeplizard I'm trying to install TensorFlow from www.tensorflow.org/install/pip and I read on StackOverflow that is happening with Python 3.7. Is that correct, no working version of TensorFlow for Python 3.7
      If that the case, then it useless to try this tutorial, because I getting error message an attempt to install tensorflow
      c:\>pip3 install --upgrade tensorflow
      Collecting tensorflow
      Could not find a version that satisfies the requirement tensorflow (from versions: )
      No matching distribution found for tensorflow

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว

      Have you tried running :
      pip install tensorflowjs
      rather than:
      pip install tensorflow

    • @RSkyCar
      @RSkyCar 6 ปีที่แล้ว

      @@deeplizard I did, but got the different type of error:
      Could not find a version that satisfies the requirement tensorflow==1.12.0 (from tensorflowjs) (from versions: )
      No matching distribution found for tensorflow==1.12.0 (from tensorflowjs)

  • @djneils100
    @djneils100 2 ปีที่แล้ว

    I thought JQuery was now illegal to. show in youtube videos?

  • @ProfessionalTycoons
    @ProfessionalTycoons 4 ปีที่แล้ว

    this is amazing

  • @jameshopkins3541
    @jameshopkins3541 4 ปีที่แล้ว

    where I write pip install tensorflowjs?

  • @vikasjain2137
    @vikasjain2137 6 ปีที่แล้ว

    Any Java learning videos ?

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว

      For deep learning?

    • @yadneshkhode3091
      @yadneshkhode3091 4 ปีที่แล้ว

      Watch durga sir videos on youtube best for Java

  • @jameshopkins3541
    @jameshopkins3541 4 ปีที่แล้ว

    what is kerris jelous??? explain your languaje please

  • @nattamonjanthong-in30
    @nattamonjanthong-in30 5 ปีที่แล้ว

    thank you

  • @psayaa
    @psayaa 5 ปีที่แล้ว +1

    ERROR !!!
    Uncaught (in promise) TypeError: tf.loadModel is not a function

    • @wagenrace
      @wagenrace 5 ปีที่แล้ว

      Use tf.loadLayersModel if you're using tensorflowjs version >1

    • @lordew9476
      @lordew9476 5 ปีที่แล้ว

      USE 1% you brain - dont be funny))

  • @vladusponuns
    @vladusponuns 4 ปีที่แล้ว

    The music deflects.

  • @Jesufemi_O
    @Jesufemi_O 4 ปีที่แล้ว

    you can find the imagenet_classses.js here:
    gist.githubusercontent.com/yrevar/942d3a0ac09ec9e5eb3a/raw/238f720ff059c1f82f368259d1ca4ffa5dd8f9f5/imagenet1000_clsidx_to_labels.txt

  • @prateekgupta8782
    @prateekgupta8782 4 ปีที่แล้ว

    Nice

  • @samdamantutorials47
    @samdamantutorials47 5 ปีที่แล้ว

    You sound like GD Juniper

  • @horsepowers9063
    @horsepowers9063 6 ปีที่แล้ว +4

    Finally, wow

  • @konstantinkozokar7587
    @konstantinkozokar7587 4 ปีที่แล้ว +3

    Thx god not hindi

  • @jameshopkins3541
    @jameshopkins3541 4 ปีที่แล้ว

    what are you talking about?

  • @parihar-shashwat
    @parihar-shashwat 4 ปีที่แล้ว

    I have got error in installing tensorflowjs on ubuntu machine (20.04) . i have used command pip3 install tensorflowjs .
    following error:
    ERROR: Could not find a version that satisfies the requirement tensorflow-cpu==2.1.0 (from tensorflowjs) (from versions: 2.2.0rc1, 2.2.0rc2, 2.2.0rc3)
    ERROR: No matching distribution found for tensorflow-cpu==2.1.0 (from tensorflowjs)

    • @parihar-shashwat
      @parihar-shashwat 4 ปีที่แล้ว

      Right now, tensorflowjs only supports upto python 3.7.

  • @johnphillip9013
    @johnphillip9013 6 ปีที่แล้ว +1

    But please can you make one with Python

    • @ThatsSoAri
      @ThatsSoAri 6 ปีที่แล้ว +2

      They already did: m.th-cam.com/video/rfscVS0vtbw/w-d-xo.html

    • @bafana_mhlamvu
      @bafana_mhlamvu 6 ปีที่แล้ว +1

      @@ThatsSoAri not all heroes wear capes...:)

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว

      We have two Python based ML series on our channel :)
      One uses Keras, and the other uses PyTorch!
      Keras: th-cam.com/play/PLZbbT5o_s2xrwRnXk_yCPtnqqo4_u2YGL.html
      PyTorch (also comes with blogs): deeplizard.com/learn/playlist/PLZbbT5o_s2xrfNyHZsM6ufI0iZENK9xgG

  • @Ali-lm7uw
    @Ali-lm7uw 6 ปีที่แล้ว +3

    2nd

  • @johnphillip9013
    @johnphillip9013 6 ปีที่แล้ว +1

    3rd

  • @Niteshjha33
    @Niteshjha33 6 ปีที่แล้ว +1

    1st

  • @faisalalmalki9834
    @faisalalmalki9834 4 ปีที่แล้ว

    just funny memes

  • @tkinter3160
    @tkinter3160 6 ปีที่แล้ว

    Pleas tensorflow python full couse

    • @immadmir
      @immadmir 6 ปีที่แล้ว

      They have it already, I guess.

    • @deeplizard
      @deeplizard 6 ปีที่แล้ว +2

      We currently don't have a TensorFlow Python series, but we do have two other Python based ML series on our channel :)
      One uses Keras, and the other uses PyTorch!
      (Note that Keras uses TensorFlow on the backend.)
      Keras: th-cam.com/play/PLZbbT5o_s2xrwRnXk_yCPtnqqo4_u2YGL.html
      PyTorch (also comes with blogs): deeplizard.com/learn/playlist/PLZbbT5o_s2xrfNyHZsM6ufI0iZENK9xgG

  • @sol0matrix
    @sol0matrix 6 ปีที่แล้ว

    Why include jquary and bootstrap just to do Ai in the browser I stop watching the video because you aren't demonstrating the pure power of node & JavaScript you also didn't need express for this.