ml5-library
Electron
ml5-library | Electron | |
---|---|---|
16 | 236 | |
6,356 | 111,957 | |
0.4% | 0.3% | |
0.0 | 9.8 | |
5 months ago | 6 days ago | |
JavaScript | C++ | |
GNU General Public License v3.0 or later | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ml5-library
- Why do people curse JS so much, but also say it's better than Python
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Riffr - Create Photo Montages in the Browser with some ML Magic✨
Important APIs - ml5 for in-browser detection, face-api that uses tensorflow-node to accelerate on-server detection. VueUse for a bunch of useful component tools like the QR Code generator. Yahoo's Gifshot for creating gif files in-browser etc.
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Contributing to WebSockets – Cryptocurrency Users
> Have we seen any creator of a deep learning library, take a similar position if not stopping any support for anyone using it for mass surveillance?
ml5.js license:
> This license gives everyone as much permission to work with this software as possible as long as they comply with the ml5.js Code of Conduct [...]
ml5.js code of conduct:
> Do not: [...] Use ml5.js to build tools of mass surveillance and prediction to repress the rights of people
https://github.com/ml5js/ml5-library/blob/main/LICENSE.md
Not sure how enforcable this is but it exists.
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Brain.js: GPU Accelerated Neural Networks in JavaScript
See also: https://ml5js.org/
"The library provides access to machine learning algorithms and models in the browser, building on top of TensorFlow.js with no other external dependencies."
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10 Mind Blowing JavaScript libraries Of 2022 (I mean it Javascript Noob)
(5) ml5.js
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Top 5 JavaScript Libraries for Machine Learning, Deep Learning
ML.js
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[Showoff Saturday] I made a captcha prototype that requires a banana
I used ml5js.org , p5js.org and https://teachablemachine.withgoogle.com to train the Banana images. When you create a new image project on Teachable Machine, you can output the p5js and basically use it right out of the box - I customized js, css, and html from there.
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My First 30 Days of 100 Days of Code.
Going forward: I'll be 100% into JavaScript. You can use JavaScript in so many fields nowadays. Websites React, Mobile Apps React Native, Machine Learning TensorFlow & ML5, Desktop Applications Electron, and of course the backend Node as well. It's kind of a no-brainer. Of course, they all have specific languages that are better, but for now, JavaScript is a bit of a catch-all.
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PyTorch vs. TensorFlow in 2022
Yeah they made ml5.js for this reason: https://ml5js.org/
I do feel like Google could do better communicating all of their different tools though. Their ecosystem is large and pretty confusing - they've got so many projects going on at once that it always seems like everyone gets fed up with them before they take a second pass and make them more friendly to newcomers.
Facebook seems to have taken a much more focused approach as you can see with PyTorch Live
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[D] Are you using PyTorch or TensorFlow going into 2022?
From other comments, a lot of JavaScript developers who want to use TensorFlow had never heard of TensorFlow.js or ml5.js!
Electron
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Release Radar • February 2024 Edition
The team at Electron have been faithfully shipping new releases almost every single month. I think they had Christmas off 🤔. This popular framework has developers writing cross-platform desktop applications using JavaScript, HTML and CSS. The latest update depreciates some process events, and added new modules, APIs, methods, and more. Read into all the changes in the Electron release notes. This month, Electron also introduced a new formal RFC process.
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The IDEs we had 30 years ago and we lost
VS Code has been crashing at launch in Wayland since more than eight months ago:
https://github.com/electron/electron/issues/37531
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Design Systems with Web Components
So we talked a lot about the Atomic Design Principle, but you could just use that in any system and start creating. You could have Angular components, React Components, and Vue Components. But if you notice these don't easily work Everwhere. So the solution is to use Web Components because the modern browser can already understand these, and any Front-End framework can then utilize these components. You can use Electron for desktop (Slack, VSCode), PWA for both Android and iOS, and across all browsers Can I Use.
- Settings · Rulesets · electron/electron
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How I got Wayland, Vulkan, and hardware acceleration working with Figma on Fedora 39.
I'm noticing a significant boost in performance, crisper text, and better power savings. The only shortcoming is that the window which Figma will run on will lose its shadow. This is due to a technical limitation with frameless windows on Linux.
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Building Apps with Tauri and Elixir
For the longest time, building desktop apps was a daunting task to web developers. That is, until technologies like Electron made creating these apps more approachable to a wider audience. Today, we’ve got a wide array of native applications built with solutions like Electron, Tauri, Capacitor, and many more. While these are great solutions, sometimes configuration can be tricky and the applications we create can become somewhat bloated in terms of memory usage.
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MS Teams & Electron libwebp 0-Day Vulnerability
Electron patch for version 27: https://github.com/electron/electron/pull/39823
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CVE-2023-4863: Heap buffer overflow in WebP (Chrome)
It does, see [0]. Fun fact: Signal desktop, which uses Electron under the hood, is running without sandbox on Linux [1][2].
[0] https://github.com/electron/electron/pull/39824
[1] https://github.com/signalapp/Signal-Desktop/issues/5195
[2] https://github.com/signalapp/Signal-Desktop/pull/4381
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Capturing at Speed of Thought
Turns out, there is an issue with the electron window not returning focus correctly on mac - https://github.com/electron/electron/issues/5495. The trick to solving is to treat quick capture as a screensaver. When closing, you hide it by setting the opacity to 0 and sending hide: command to the first responder.
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$Home, Not So Sweet $Home
Open since 2016! https://github.com/electron/electron/issues/8124
What are some alternatives?
tfjs-models - Pretrained models for TensorFlow.js
tauri - Build smaller, faster, and more secure desktop applications with a web frontend.
handpose-facemesh-demos - 🎥🤟 8 minimalistic templates for tfjs mediapipe handpose and facemesh
dotenv - Loads environment variables from .env for nodejs projects.
hal9ai - Hal9 — Data apps powered by code and LLMs [Moved to: https://github.com/hal9ai/hal9]
Eel - A little Python library for making simple Electron-like HTML/JS GUI apps
maze-lightning - This simple project approximates the shape of lightning by generating a random maze using Randomized Prim's algorithm and solving it using breadth-first search.
puppeteer - Node.js API for Chrome
bias-monitor - A Chrome Extension that promotes politically diverse news reading with Artificial Intelligence!
react-native - A framework for building native applications using React
pyodide - Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
cheerio - The fast, flexible, and elegant library for parsing and manipulating HTML and XML.