Sprouts 2025 will be on April 12, 2025. Sprouts is a #CombinatorialGames conference with a focus on undergraduates.
We traditionally have a focus on math and computer science, but are very willing to broaden our scope. The homepage with the Call for Talks is: https://kyleburke.info/sprouts/sprouts2025/

We will have talks for and by undergraduates and human and AI tournaments. Our game this year is: Toppling Dominoes, which you can play here: https://kyleburke.info/DB/combGames/topplingDominoes.html

The AI tournament is held in JavaScript. Instructions for submitting a player are here: https://kyleburke.info/sprouts/sprouts2025/sprouts2025ComputerTournament.php. I have had recent success with students training their players in Python, then using #TensorFlowJS to port it over to JS.

Registration is free! Please see the homepage for instructions to register.

#Sprouts2025 #SproutsConference #AbstractGames #BoardGames #UndergraduateResearch

How well does #TensorFlowJS work? I've had some students do projects with it with mixed results. They are able to create players that make moves and those moves aren't terrible, but I am curious whether there's something else we should be doing.

I'm curious because, as we prepare to announce #Sprouts2025, I would like to offer this as an avenue for creating players for the Computer Player tournament.

#TensorFlow #ArtificialIntelligence #AI #CombinatorialGames

having another go at getting Spice (the pitch estimation ML model https://www.kaggle.com/models/google/spice ) to work with any version of #TensorFlowJS after 4.15 - after ignoring it for several months!

maybe the break will bring some fresh insight? 🤷‍♂️

https://github.com/tensorflow/tfjs/issues/8149

Введение в AI Background Remover с использованием TensorFlow.js для React-приложений

Я создал "React Selfie AI Background Remover" — компонент React, который использует TensorFlow.js для удаления фона с изображений прямо в браузере. ✨ Основные особенности: • 🤖 Использует MediaPipe Selfie Segmentation для точной сегментации объектов. • ⚙️ Легко интегрируется в любое React-приложение. • 🖼️ Доступно live demo для тестирования. Вы можете найти компонент здесь: • 📦 NPM • 💻 GitHub

https://habr.com/ru/articles/850890/

#TensorFlowjs #React #AI_Background_Remover #machine_learning #web_applications #Frontend_AI_Integration #image_segmentation #JavaScript_Libraries #MediaPipe_Selfie_Segmentation #Background_Removal

Машинное обучение в браузере

Меня зовут Алексей, сегодня мы с вами поговорим, как можно ускорить вычисления машинного обучения веб приложения с помощью WASM, WebGL или WebGPU. Когда фронтенд‑разработчик слышит о машинном обучении в браузере, первое, что приходит ему на ум, это вопрос: «Как это может быть применено? Мы же работаем в браузере на JS, который, как известно, медленный (по сравнению с компилируемыми языками)».

https://habr.com/ru/articles/819061/

#tensorflowjs #javascript #webgpu #webgl #webassembly

Note to self: don't add #TensorflowJS sentiment analysis to a static Vue app, even if it's just for experimentation/self-education.

All it does is add an extra 10 seconds onto the page load time for little practical gain.

#derp #softwareDev #softwareBloat

One of my student groups just got #TensorflowJS to work with the model they originally trained in #Python. They are working to improve it, but I don't understand how they are not just playing against the #AI player they created. #CombinatorialGames

Anyone like random forum questions to like and promote?

This one is about getting #tensorflowJs converter to be written in #javascript.

https://discuss.tensorflow.org/t/who-do-i-talk-to-to-get-tensorflowjs-converter-working-in-javascript/16972

▶️ https://twitter.com/w3c/status/1641349326742986752

The #WebNN #API provides #WebApps with the ability to create, compile, and run machine learning models in #browsers #timetoimplement https://w3.org/TR/webnn/

Most #developers will benefit from the performance boost enabled by WebNN through frameworks such as #TensorFlowJS #ONNX Web or #ml5js

Read the explainer that lists some common use cases applying to a wide range of #WebApps https://github.com/webmachinelearning/webnn/blob/main/explainer.md and give feedback in the #GitHub repo: https://github.com/webmachinelearning/webnn

Someone created a #WordPress plugin that uses #TensorflowJS to analyze the facial expression and only allows friendly people to log in. 😆

https://github.com/nico-martin/friendly-login

I'm not done yet and I really need to play around with different #TensorflowJS "backends" and models to improve the over all usability, but I really like it 😊

A #ChromeExtension that uses #TensorflowJS to recognise my thumb and index finger in the webcam stream. The dot in between is my cursor, the touch of the fingers is the click (or drag) event.

I'm working on a new #TensorflowJS project 😁. Stay tuned for more!

Tensorflow is awesome, use it to train and deploy machine learning models in the browser and mobile apps. #tensorflowjs

https://detector.uber.space/demo/ This is a demo of a detector for #farright symbols like swastika, ss skull and the SS Insignia. it' using #tensorflowjs so everything happens in the browser. I'll gladly share the data-sets, just reach out #datascience #ml #objectdetection #sociology

My slides for OpenDataCam
on "Track and count moving objects using Cameras and Edge AI" are finally online!

https://drive.google.com/file/d/1OMmx__eLrR2q0DYaXc9GZiZgY7QIsRoC/view?usp=sharing

#ai #ArtificialIntelligence #computervision #objectdetection #tracking #camera #mot #TensorflowJS #ml #MachineLearning