Articles by Tag #tensorflow
Browse our collection of articles on various topics related to IT technologies. Dive in and explore something new!
Embedding a Self-Updating Machine Learning Model in a Static Site
Machine learning typically means servers, GPUs, and Python scripts running in the cloud — but what if...
🚀 How I Cut Deep Learning Training Time by 45% — Without Upgrading Hardware
A practical experiment comparing Caching + Prefetching, Mixed Precision, and Gradient...
Unlocking the Magic: My First ML Project – Handwritten Digit Recognition with MNIST ✨
Ever felt that swirl of intimidation and excitement looking at Machine Learning? That feeling of "I...
Converting TensorFlow Models to TensorFlow Lite: A Step-by-Step Guide
Deploying machine learning models on mobile devices, IoT hardware, and embedded systems requires...
Using Object Detection Model YOLOV7 with Tensorflow.Js
1. Introduction A few weeks ago, I was assigned a task at work involving object detection....
Cat or Dog? — Building a Binary Image Classifier with TensorFlow
This article is co-authored by @eerrynnee. Interactive version of the article on Google Colab “Is...
From Zero to Neural Networks in Go: Concepts, Structure, and Practical Implementation
Leapcell: The Best of Serverless Web Hosting Building a Neural Network from Scratch with...
Vibe Coding With AI Agents -LOL
What Are AI Agents “AI agents are software systems that use artificial intelligence to...
Building a Solar Energy Predictor with React and TensorFlow.js
I built a web app that predicts how much energy solar panels can produce based on real weather data...
Project of the Week: PyTorch
The dynamic deep learning framework that's reshaping AI development with automation-first...
ESP32-S3 + TensorFlow Lite Micro: A Practical Guide to Local Wake Word & Edge AI Inference
This post breaks down how we deploy TensorFlow Lite Micro (TFLM) on ESP32-S3 to run real-time wake...
Project of the Week: TensorFlow
When Google steps back: 97% community contributions power the world's largest ML framework. ...
My journey optimizing TensorFlow.js to run neural networks directly in the client's browser.
As a computer science student, most of my AI coursework was strictly Python-based. We used PyTorch or...
Battle of the Lightweight AI Engines: TensorFlow Lite vs ONNX Runtime Web
Quick Verdict (TL;DR) Use Case Best Choice Why Browser extension / Web-based AI ✅...
Part 1: Detecting Alzheimer’s with EEG and Deep Learning – Theory, Motivation, and Preprocessing
Introduction Alzheimer’s disease (AD) is a challenging neurodegenerative disorder that...
Increase Productivity with Neural DSL v0.2.4: Automatic Shape Propagation Explained
Explore how Neural DSL’s automatic shape propagation catches dimension errors pre-runtime, alongside...
How to Train AI Model
Training a model using modern AI techniques involves several steps, and the process can vary...
How to Build an NSFW AI Image Generator Using Next.js and TensorFlow.js
How to Build an NSFW AI Image Generator Using Next.js and TensorFlow.js ...
Neural DSL v0.2.7: Enhanced HPO Support and Parser Improvements
We're excited to announce the release of Neural DSL v0.2.7, which significantly improves...
⚡ Simplifying NNs : Simple MNIST Classifier!
As a developer passionate about machine learning, I don't want to write repetitive boilerplate code...
The Developer’s Roadmap to Building and Deploying AI Models
Let’s be real for a second. AI feels overwhelming, right? Everywhere you look, there’s hype—new...
🚀 Release 0.1.2: Smoother, Faster, and Better! 🎉
Hey, fellow developers! 🖐️ We’re back with an exciting new release that’s packed with improvements...
Detecting Alzheimer’s Disease using a CNN-BiLSTM Architecture
Abstract Alzheimer's disease (AD) represents a significant global health challenge. This...
🧠 GrowthGPT: The AI Assistant That Runs Your Monday While You Sleep
☕️ The Monday Problem Mondays are chaos. You wake up to 87 unread emails. Your calendar is a...
Getting Started with TensorFlow and Keras
Machine learning is one of the most exciting fields in modern technology, and TensorFlow and Keras...
Understanding Feature Engineering: The Hidden Power Behind Data Science Success
🧠 What is Feature Engineering in Data Science? Feature engineering is the process of...
TensorFlow Learning Paths: Free Online Resources for AI Enthusiasts
The article is about a curated collection of five free, high-quality online TensorFlow and AI learning resources from top universities and expert instructors. Covering diverse topics such as deep learning applications, neural networks, reinforcement learning, and artificial intelligence fundamentals, these courses offer learners a comprehensive pathway to mastering cutting-edge AI technologies. Featuring resources from renowned institutions like Washington University, NUS, Princeton, and expert instructors like Andrej Karpathy, the compilation provides accessible, in-depth learning opportunities for developers and researchers at all skill levels. Each resource is carefully selected to provide practical, hands-on experience with Python, TensorFlow, and advanced machine learning techniques, making complex AI concepts approachable and engaging for technology enthusiasts.
Getting started with TensorflowJS
Tensorflow is a machine learning library that lets you create all kinds of neural networks....
Binary classification with Machine Learning: Neural Networks for classifying Chihuahuas and Muffins
[Article by Elia Togni] Introduction to Image Classification Image Classification is one...