Tensorflowjs

As I pen down this article, I remember the good old days when I used to come home from school in the evening and switch on the TV to watch my favorite cartoons. I am sure we all loved watching cartoons. So, how about reliving those days again? Didn’t understand…

I’m going to be showing you how you can use AI and Machine Learning with TensorFlow in JavaScript to perform image classification and object detection. I was blown away at how easy this was to implement and honestly I’m still scratching my head a bit feeling like I’m missing something…

For many years, developing Machine Learning (ML) projects have been mostly limited to Python users. Fortunately for web developers, this changes with the rise of libraries like Tensorflow.js, which allow us to train and develop ML models directly in the browser or Node.js environment. Today, we will explore the world…

Discover 모바일이나 웹 화면을 디자인 하다보면 가장 많이 쓰는 UI 컴포넌트는 바로 아이콘입니다. 아이콘은 사용자들이 자연스럽게 프로덕트를 탐색하도록 도와주는 메타포일 뿐아니라 서비스의 인상을 결정짓는 디자인 파운데이션의 중요한 부분이기도 합니다. 아이콘이 이렇게 중요한 역할을 하지만 실제 업무 환경에서는 아이콘을 사용하 …

이전 포스팅 TFJS로 아이콘 ‘맞춤법 검사기’ 만들기 Discoverjudepark-6960.medium.com Discover 프로토타이핑 프로젝트를 완료한 다음 프로젝트를 도와준 분들과 함께 회고해봤습니다. 회고를 통해서 프로젝트의 개선 아이디어들을 많이 얻었는데, 그 중에서 가장 도전적인 과제는 ‘내 아이콘을 검출’할 수 있도록 커스터마이징 하는 기능이었습니다. Experiments 커스터마이징을 위해서는 디자인시스템에서 추출하는 부족한 데이터 …

Or how to use your models on a mobile device. There are three reasons why I decided to write this post: Sometime ago I came upon an article about how to implement a machine learning model with React. The article was about implementing a simple Gaussian Naïve Bayes binary classifier made with scikit-learn which ran on a Flask backend, while…

The Step-by-Step Guide to Apply TensorFlow model built in Python to Node.Js (Express) Back-end. Introduction In the current era, we can find many platforms, websites, and applications that implement Machine Learning to enhance their business process and experiences. TensorFlow is a well-known open source framework that is widely used to develop…

TensorFlow.js (TFJS) is an amazing piece of software. And while there is plenty of excellent documentation available, a common question from developers seems to be: How do you make TensorFlow.js models like PoseNet or Handpose work in offline applications? There are many real-world scenarios where would you want to deploy…

I just spent two days struggling to install Tensorflow.js on my PC, and now that I’ve found a solution, you won’t have to spend to days too. REQUIREMENTS VSCode Visual Studio (I used 2022) Python For Windows Node.js & NPM STEPS Install the above requirements Create your project and do all that generic stuff Install node-gyp with npm install -g node-gyp Follow the instructions from this article In your project folder now, run npm install tensorflow/tfjs-node to install TensorFlow.Js