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Tutorial: How to use raw tensorFlow.js pre-trained models in browser 

Google for Developers
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Another way to use pre-made Web ML models Is simply just the raw trained model itself, with no JavaScript class wrapped around it that typically hides the inner workings, to make it easier to use for beginners. In this lesson you will learn to write the code to send data into the raw model, and then extract data from it yourself, using Tensors that you just learnt about in the prior lesson.
Individuals or researchers may share their raw models like this, which can be very useful for finding and using examples that may still be in development, or using models that solve less common problems, where an example may exist,
but does not have full documentation. Learn how to use raw pre-trained models from layers models to graph based models from any site including TensorFlow Hub - Google's model garden.
Catch more episodes from Machine Learning for Web Developers (Web ML) → goo.gle/learn-WebML
Check out TensorFlow on RU-vid → goo.gle/TensorFlow-RU-vid
Subscribe to Google Developers → goo.gle/developers
Connect with Jason Mayes to ask questions:
LinkedIn → goo.gle/3GwgeLw
Twitter →goo.gle/3Xh6MT7
Discord →goo.gle/3WWVO5t
Use #WebML to share your learnings and creations from this course to meet your peers on social media!
See what others have already made with Web ML → goo.gle/made-with-tfjs

Опубликовано:

 

10 янв 2023

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Комментарии : 21   
@GoogleDevelopers
@GoogleDevelopers Год назад
Catch more episodes from Machine Learning for Web Developers (Web ML) → goo.gle/learn-WebML
@mendyedri2037
@mendyedri2037 9 месяцев назад
Model's URL gives me "access denied"
@maumenvi6907
@maumenvi6907 Месяц назад
@@mendyedri2037 same problem here
@piotrgalas6010
@piotrgalas6010 11 дней назад
This is the best tutorial I have ever seen. You did amazing job. I thank you
@invisibellrobe
@invisibellrobe Год назад
This is an awesome tutorial!
@user-dv6jk8iz9y
@user-dv6jk8iz9y 7 месяцев назад
Awesome & nice explanation!!!!!with live code session..
@ateshirsizi2
@ateshirsizi2 7 месяцев назад
where do you copy the link from storage googleapis?
@jaynouoliverbeck6181
@jaynouoliverbeck6181 Год назад
how can we use it in angular applications on GCP
@maumenvi6907
@maumenvi6907 Месяц назад
The link to get model give me 'acess denied' how i can get this model?
@faraazkhan
@faraazkhan 7 месяцев назад
I am running my reactjs app on localhost and passing model.json file path to load model I got error console . Load local model not allowed
@melaniearcher6269
@melaniearcher6269 10 месяцев назад
Okay, perhaps I'm dim, but I can't find how you've run script.js on Glitch. Is it really sufficient to preview index.html to start up the loadModel() function?
@jasonmayes_goog
@jasonmayes_goog 10 месяцев назад
script.js is included as a script import in the index.html file
@imtanuki4106
@imtanuki4106 6 месяцев назад
It would be helpful if we had the url's for project source code and tf models, rather than having to manually copy links from the video. Like, seriously...
@aneerimmco
@aneerimmco Месяц назад
informative
@praveenvattikonda2740
@praveenvattikonda2740 Год назад
How to access the code base ?
@JasonMayes
@JasonMayes 6 месяцев назад
So all final examples are published on TensorFlowJS glitch page
@rundeks
@rundeks 9 месяцев назад
I get a 404 for the given model path.
@jasonmayes_goog
@jasonmayes_goog 8 месяцев назад
PLease note that case is important = URL must be copied exactly
@forheuristiclifeksh7836
@forheuristiclifeksh7836 18 дней назад
6:37
@monkwhocode
@monkwhocode Год назад
Where is the code to copy?
@JasonMayes
@JasonMayes 6 месяцев назад
See TensorFlow JS glitch page for full code examples
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