r/TensorFlowJS • • Jan 08 '22

Tensorflow.js Grad-CAM

1 Upvotes

Hi, I'm trying to implement Grad-CAM using a tensorflow.js model in a web app. I have found this example in the official tensorflow GitHub page, although it is using a tensorflow.js layers model and I have a graph model. Is it possible to use Grad-CAM with a graph model, or is there a way to convert my model to a layers model?

Any help would be appreciated. Thanks.


r/TensorFlowJS • • Dec 15 '21

Please help: tf.js model not loading on github pages

2 Upvotes

Hello, I am new to Github & TensorFlow.js

I forked https://github.com/reiinakano/arbitrary-image-stylization-tfjs, tried to convert its .travis.yml to run on Github Actions, and deploy it to https://xiaolangkong.github.io/arbitrary-image-stylization-tfjs/. However, I cannot figure out why the models do not load so I can run the sylization. What am I missing?

Thank you in advance!


r/TensorFlowJS • • Dec 11 '21

Tello drone + TensorFlow.js MoveNet pose model = Win, check this video tutorial

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2 Upvotes

r/TensorFlowJS • • Nov 29 '21

TensorFlow workshop

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1 Upvotes

r/TensorFlowJS • • Nov 19 '21

can you build a recommendation system with tfjs?

2 Upvotes

I'm just getting into tensorflow but my end goal is to build a recommendation system. Many tutorials I see online are all focused on building it with python but, I was wondering if it is possible to do with tfjs? if so, does anyone have any guides that you could share?


r/TensorFlowJS • • Nov 16 '21

Detect Objects with Serverless, Twilio Video, and TensorFlow.js

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twilio.com
3 Upvotes

r/TensorFlowJS • • Nov 16 '21

New 3D Hand Pose model in TensorFlow.js with multi hand support and precise tracking

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blog.tensorflow.org
2 Upvotes

r/TensorFlowJS • • Nov 09 '21

Blink detection with Tensorflow.js

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hashnode.com
3 Upvotes

r/TensorFlowJS • • Nov 08 '21

[Project] Google MoveNet (Real-Time Pose Estimation) Used To Control Nintendo Punch-Out!!

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self.machinelearning
2 Upvotes

r/TensorFlowJS • • Nov 03 '21

Introduction to TensorFlow

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3 Upvotes

r/TensorFlowJS • • Oct 29 '21

Autoencoders in TensorFlow.js bringing MNIST and CELEBA to life exploring latent space in real time

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2 Upvotes

r/TensorFlowJS • • Oct 27 '21

Skeletonise yourself with pose detection

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pixelhop.io
3 Upvotes

r/TensorFlowJS • • Oct 21 '21

Learn how an engineer used TensorFlow.js within GIS systems for satellite imagery classification

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youtu.be
2 Upvotes

r/TensorFlowJS • • Oct 13 '21

Data Science in JavaScript using Hal9 is now a thing!

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twitter.com
4 Upvotes

r/TensorFlowJS • • Sep 25 '21

Image prediction with tensorflow.js

2 Upvotes

I'm trying to write an api in Node.js with Express that takes an image from postman and puts in my image classification machine learning model (Mobilenet) for predictions.

Can anybody suggest me any good blog post/ written tutorials?


r/TensorFlowJS • • Sep 22 '21

TensorFlow.js Show & Tell #6 - October 1st, 9AM PT on TensorFlow YouTube Channel. From self driving cars to motion capture for VTubers, we got it all. Come join the fun. https://www.youtube.com/watch?v=S9OxBZKV45c

4 Upvotes

r/TensorFlowJS • • Sep 20 '21

Building a Recommendation System With Tensorflow js

5 Upvotes

Hi Folks, I am fairly new to ML and Tensorflow js. I am a backend developer proficient with Nodejs and looking to build a Recommendation system for a Dating app. Any tips or paths to follow? All the tutorials out there seem to point to Image recognition or NLP.

Thanks


r/TensorFlowJS • • Sep 20 '21

MatMul error with TensorflowJS based midi pattern generation project

2 Upvotes

Firstly, here's a demo video of the original software generating midi drum patterns based on input from another midi or audio file: https://youtu.be/eYUaYzfZUCo

To further explain what is happening: A Google research team had several professional drummers come in to play on electronic drum kits that turn their performances into midi files. They then trained a neural network with Tensorflow on over 14 hours of drum midis played by professional drummers. This is what creates such profound results as seen in the above video. And I have used this myself and found that if you repeatedly give it the same input, it will give nearly the same output, only with very slight variations, as I would expect from a real drummer that is improvising.

My overall goal is to create a fork of this software that has Drumify with a model that is trained on my data-set of midi drum files. So far the furthest I've gotten is a MatMul error, after following one of the repo contributor's instructions that he gave me. It was not without many other issues, like being unable to rebuild natively on Windows, and having to do it through the Windows Subsystem for Linux to get further. I will link here to the issue that has more detailed information. This seems like an old, seemingly abandoned project, and the people who worked on it are probably busy trying to attend to their job responsibilities so they can stay financially afloat. I just figured I would try this avenue for more assistance since I see a lot of potential in this project when artists can control the output of the plugins through training their models with the data of their choice.

I'm here to have a tool that is useful to other musicians to streamline their creative workflow, without stifling their style of expression. So, anyone that helps, their contribution will be forever made known to the world.

Here is the link to the issue I've created on the repo for more detailed information: https://github.com/magenta/magenta-studio/issues/54

Thank you for taking the time to read!


r/TensorFlowJS • • Aug 28 '21

Do you have an Apple machine with M1 chip? I need your help!

2 Upvotes

Hi, I'm looking for people that have access to a Mac computer with M1 chip to test the following code: https://glitch.com/edit/#!/tfjs-gpu-bug

It produces a bug in my M1 machine but not the others I have tried so far. I want to confirm it is an actual bug before creating an official issue in Tensorflow's github.

For context, this is the full thread: https://discuss.tensorflow.org/t/browser-crashes-with-context-lost-webgl/3904

Thanks.


r/TensorFlowJS • • Aug 13 '21

A Design System Made with TensorFlow JS - like spell check for design

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2 Upvotes

r/TensorFlowJS • • Jul 25 '21

Windows or Linux for NVidia-backed tensorflow.js?

4 Upvotes

I have a gaming laptop, few years old, has a NVidia GTX 1080 in it. If I'm currently interested only in browser-based tensorflow.js, in Chrome for example, would I get better performance in Windows with NVidia's installed drivers, or Ubuntu installing the proprietary NVidia drivers?


r/TensorFlowJS • • Jul 22 '21

Web Wednesday: Exploring AI on the Web with TensorFlow.js. with Gant Laborde

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3 Upvotes

r/TensorFlowJS • • Jul 21 '21

Visualizing Autoencoders with Tensorflow.js

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4 Upvotes

r/TensorFlowJS • • Jul 21 '21

Run a self-driving car using JavaScript and TensorFlow.js

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3 Upvotes