tfjs
awesome-teachable-machine
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tfjs | awesome-teachable-machine | |
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29 | 90 | |
18,124 | 176 | |
0.8% | 0.0% | |
8.6 | 0.0 | |
5 days ago | over 1 year ago | |
TypeScript | ||
Apache License 2.0 | Creative Commons Zero v1.0 Universal |
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tfjs
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JavaScript Libraries for Implementing Trendy Technologies in Web Apps in 2024
TensorFlow.js
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Deep Learning in JavaScript
Many people seem to be unaware of tensorflow.js, an official JS implementation of TF
https://github.com/tensorflow/tfjs
I'd love to see PyTorch in JS, but I think unless you get it running on the GPU it won't be able to do much.
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Machine Learning in NodeJS || Part 1: TensorflowJS Basics
TensorflowJS GitHub Repository
- PyTorch Primitives in WebGPU for the Browser
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I want to talk about WebGPU
Also, Tensorflow.js WebGPU backend has been in the works for quite some time: https://github.com/tensorflow/tfjs/tree/master/tfjs-backend-...
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WebGPU Fundamentals
It's a pity that tfjs never truly developed any decent ops. E.g. you need lgamma to implement the cap for zero-inflated poisson regression and tfjs simply doesn't have that: https://github.com/tensorflow/tfjs/issues/2011
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Chrome Ships WebGPU
People have been doing it for long with WebGL, see eg https://github.com/tensorflow/tfjs and https://cloudblogs.microsoft.com/opensource/2021/09/02/onnx-...
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How to get rotation (yaw/pitch/roll) from face detection keypoints?
thanks, no not unity, going to show it as a demo with threejs + tensorflow on the web. I found a github request to add face orientation https://github.com/tensorflow/tfjs/issues/3835 looks like they assigned someone to add it but doesn't look like its available yet, but there's some posts about the math I can use to get rotations based on some of the landmarks
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[P] Supporting neural network inference in web browsers
There already exist a wide variety of neural network inference engines that run in web browsers (e.g. TensorFlow.js and, my personal favorite for use with PyTorch models, ONNX Runtime Web), but pre- and post-processing has always required imperative manipulations on flat buffers rather than a clean ndarray interface.
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Tensorflow JS model crashing on mobile
Full docs and code: https://github.com/tensorflow/tfjs/tree/master/e2e/benchmarks/local-benchmark
awesome-teachable-machine
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Ask HN: Tool(s) to calculate horse hoof angles
Not sure if I've seen anything of the sort, seems rather specific. Maybe try a Teachable Machine project? https://teachablemachine.withgoogle.com/
- Google Teachable Machine
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What is Machine Learning?
Train a computer to recognize your images, sounds, and poses. Use this resource to gain a better understanding.
- Unleashing the Power of TensorFlow: Integrating Machine Learning Magic into Your Flutter Apps 🚀✨
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Is there any neural network or LLM like chatgpt,midjourney that can help us train and generate custom sounds
[Teachable Machine](https://teachablemachine.withgoogle.com/)
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Building Simple and Customizable Image Classifier with Teachable Machine and Python
We will create an machine learning model that can classify Arabic and English books. To collect, train, and test data, we will use Teachable Machine from Google.
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SOOO...where should i learn machine learning for free??
a lot of places! but for a high schooler, better to focus at what you want to do first. or if you still haven't gotten any idea, try a simple explanation on what ml is without the math on youtube and tinker around a no code machine learning platform like https://teachablemachine.withgoogle.com/
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Which tools to use for my project?
The principle is roughly the same as it is possible with teachablemachine.withgoogle.com.
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Is AI or ML something I can learn on the side for side projects and fun/hobby, or is it something that needs to be taken “serious” and need a college degree to actually learn it?
You mentioned app, so check this out: https://teachablemachine.withgoogle.com
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I made a React Native Web app that uses ML to label image data in the browser
Here is a similar tool and source
What are some alternatives?
face-api.js - JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
teachablemachine-node - Using Teachable Machine Models in Node.js
webhl - WebHL is a fork of hlviewer.js that uses the File System Access API to load game assets direct from your computer rather than from a server.
examples - TensorFlow examples
lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
android-bootstrap - Bootstrap your Lobe machine learning model with our Android project.
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
public-apis - A collective list of free APIs
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
FtcRobotController
firecracker - Secure and fast microVMs for serverless computing.
teachablemachine-community - Example code snippets and machine learning code for Teachable Machine