6.2: TensorFlow.js: Tensors - Intelligence and Learning
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- Äas pÅ™idán 28. 08. 2024
- In this video I cover the foundation of the TensorFlow.js core API: tensors (tensor1d, tensor2d, tensor3d, generic tensor).
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Daniel is the only person on youtube who can explain these things in such a way that a 5 year old could understand them comprehensively.
Federico knows exactly how a 5 yo kid thinks ðŸ‘
I've seen many tutorials about TensorFlow but this is the first one I've seen that actually explains what's going on
I'm a farmer who wants to use TensorFlow for image recognition (weeds!) and this is my introduction to it. Thanks Daniel - you're a wonderful teacher!
Oh how interesting! I'd love to learn more about what you are doing! (daniel@thecodingtrain.com)
There aren't any good tutorials on tensorflow.js on youtube except for this one, this is really helpful, and it'll be awesome if you could uplode content about this framework more frequently because I'm planning to build a project in javascript using this framework, and I want to learn how to use it as quickly as possible.
Thank you for the feedback, I'm doing my best!
Hi Daniel, I think that your job doing this videos that allows us to learn and train our brains it's amazing. Please keep going with this project :)
CONST IS FINALLY HERE !!
don't let const be reassign as vscode did ;)
superProTip: use 'const' everywhere, wait for the error to write 'let'
for (const item of array){
console.log(item) // works fine scince item only exists in the scope of the current iteration
}
By the way, this tensorflow.js adventure will make my summer even sunnier
Thanks Dan :D
also: the ultraloop
let i = 10
while(i--){
console.log('loop')
}
// prints 'loop' 10 times
But the var "i" has a more scope than it should. There are better options and more readable. Its cool but I doubt it's used on professional code specially in js. Correct me if I'm wrong.
you're right, this is for fast prototyping
there is not many cases in professional code where you have to loop a known amount of times ( at least in my field )
Excellent! Really looking forward to the rest of this series!
Im still learning js and it's nice to watch all the different videos you made!
the reason I love this guy's channel is that he gives everything for free .... just like nature gives us air to breathe .... greatest things in the world will always be free
thanks Dan ........
Is it weird that half the time I watch these videos it's strictly for enjoyment? Lol
you are not alone
I do two
No. You are perfectly normal.
I totally do. Watching this one while cooking lunch at the moment.
True, but i often pick up things that help me in other areas of my development that is relative. By watching for enjoyment i also keep up on what is new, exciting and being used elsewhere.
You bring joy to the people Dan .Programming isn't boring anymore..Thanks..
Your train journey made my day
iOS developer here. TensorFlow just adopted the swift lang so I'm going to learn TensorFlow here and ill have a good understanding when the alpha is released very shortly. Thank you for this series Daniel!
EXCELLENT! I started to understand neural network in practice, thank you, Daniel â¤â¤â¤
I just love the way your channel is going to become with machine learning. Thank you so much!
loving where this is turning to; me he comprado un ordenador portatil solo para aprender a programar de ti.
I'm really considering NYU CS because of you!!
I'm so glad I found this
We need a 10hr version of Dan dancing and singing "we made a tensor, we made a tensor" from 5:27
I think I went on for longer in the original live stream if anyone wants to dig up that timecode?
1:12:32
I'm not very good at english, but waou, it's so easy to understand the thinks that you explain! thanks to you, this is so interesting
although i'm not interested in js but indeed i do respect u man , and i do really appreciate ur hardworking to teach other what u have learned , sorry my english kinda bad
actually, it is the best tutoria for ML from my potin of view.
another great lesson. Can't wait for the next one!
thank u so much .. respect from my heart
This is awesome, both Tensorflow.js and your tutorials
You are an excellent teacher!
Thanks you Dan for this tutorial !
Loved this one. Please make some videos on three.js
This person is downright amazingg.
i really enjoy ur videos
Loving this series!
I really really enjoy watching your videos. Thanks for your contribution. :-)
This is epic!! Hope to learn a ton as always. Go deep Dan
Why is it written as tf.tensor when you never initialized the tf object?
for 9:20. if you "console.log(data)" you'll get complex tensor. but if you "console.log('some text'+data)" then you would get the tensor directly. Nice. (I've discovered this totally by an accident. :-))
Where is the rest of the series? :D People demanding next movies about tensorflow! :D Great work mate
coming tomorrow (actually it's there now if you check the playlist 😀)
o-m-gawd, the ml5 stuff coming up is NYU's?
turned on notifications. dont wanna miss any of this :D
You must uppercase the const variable names folks, and use underscore between separate words.
so looking forward for more vids
Thank u for this awesome video and series
3:26 i think instead of saying x,y,z it should he (dir,magnitudes)
Loving this AI series!
i have a question. how do you change the value of const. you’ve written const than in loop you’ve added values
any idea how to use or implement pad_sequences in tensorflowjs in node
Can you have different types of data as your input? Say a float input and a boolean
Will you also get into loading pretrained networks and stuff? If anyone were to use TF.JS, pretrained models are the way to go.
how would be using console.table to printing values of tensor? it would prettier to read.
How is he able to assign values to the const array using a for loop? Is it fine to do that if it isn't already assigned?
Cooper Wolfden He can do this because when dealing with arrays (and also objects), what is actually constant is the reference to the array. This means that he couldn't define that variable to be a different array entirely. However he is still allowed to change the array that is already in there however he wants.
Your awesome!
I don't think TF floors the value but truncates it. So, imagine a piece of paper with the float, and then someone cuts the dot and the decimal values after it. So we are left with just an integer.
Is it magic happened? Why your script is run properly, since you didn't even call the ''setup()'' function? Anyway, I really love your videos. I am trying to self-learn ML and these videos are really helping.
How do i use strings , chars .
ASCII Code?
or is there a easyer way
Does tensorflow.js support all DL models like MobileNet, ResNet, ResNeXt to name a few ?
Hello everyone, Great video! Glad I found your channel. I am going back through all of your videos now. Any idea when v2 of your book will be released? I'd love to get a copy.
Also, is anyone using VSCode for writing JS? Is there a way to get linting/autocomplete for libraries that are imported in the index.html?
I'm hoping to finish it by the end of the summer.
Thanks for the video😉
Thank you
LMAO 6:12 Thanks for always making it enjoyable to watch
This is javascript?
( new to coding and i want to choose a language)
Indeed, this playlist will start you from the beginning: czcams.com/users/shiffmanplaylists?view=50&shelf_id=14&sort=dd
So a tensor is a data structure?
I could not find usable Tensor.js files. It seems everybody is using the CDN. Can anybody assist where are the raw js files?
Could not find it in github.
Please do some stuff with images please, like image recognition.
Coming soon!
is that spooky music generated by your ML ? can you link the spooky music thanks.
How do I open that local port so I can do stuff in it?
This workflow video might help:
czcams.com/video/HZ4D3wDRaec/video.html
Also:
sublime text: czcams.com/video/UCHzlUiDD10/video.html
atom editor: czcams.com/video/d3OcFexe9Ik/video.html
brackets: czcams.com/video/nmZbhManVcY/video.html
codepen: czcams.com/video/5gfUgNpS6kY/video.html
And when I'm using this code for the index.html file I get this error:
SyntaxError: Expected an operand but found const
body {padding: 0; margin: 0;}
Thx
Plz you conduct the online courses for computer beginner.
Try either of these playlists to start from scratch!
czcams.com/users/shiffmanplaylists?view=50&shelf_id=14&sort=dd
czcams.com/users/shiffmanplaylists?view=50&shelf_id=2&sort=dd
how can you edit these 1h videos so smoothly?
I work with a very talented and creative editor! twitter.com/mathblank
Moooooooooooooore!
Now I know about tensors, but... What about flow? ðŸ˜
May I ask a stupid question: how to setup the Environment for programming JavaScript or TF.js? I wanna find a video here, but I fail😂😂
Is this what you are looking for? czcams.com/play/PLRqwX-V7Uu6Zu_uqEA6NqhLzKLACwU74X.html
Hi Dan,
I get an error when I;m trying to use this index.html with Processing:
"p5jsMode uses a specially crafted index.html to work properly.
Use Sketch > Show Sketch Folder and rename index.html to something else.
The index.html file will be re-created to work with p5jsMode,
and if necessary, copy parts of your old index.html to the new one."
Tensorflow.js XOR
What do you think is the reason?
Thanks
Daniel
Would you mind asking at discourse.processing.org/! It's a better platform for Processing and p5.js related code questions. You can share code there easily! Feel free to link from here to your post.
Make code for chess game
Why cant you explain all this in java?
He started using java programing which I was interested in then he jumped to javascript when he went to the multilayer. If was going to do the ia in javascript he should done even the beginning one in js instead of starting it in java.
Just watched Daniel Butcher my first name 😂
Just got a new Macbook Pro. Kind of forgetting how to setting Javascript environment on local machine :)
const!
It's really frustrating
vaov
2nd comment!Please continue your videos!
O BOI haha
No one is watching your video . Make some fantastic next ! . Because iam a huge fan of you in coding js
don't use semicolons pleeaaaaasee T_T
OK...BUT... I gave a thumbs-up and subscribed as the content is important, but the presentation really stinks. Do yourself and your audience a favor and drop the asinine over-caffeinated shtick, buy a actual shirt instead of wearing rags. Other than that... good scoop.