Content for TensorFlow

TensorFlow

TensorFlow is a free and open-source software library for dataflow and differentiable programming across a range of tasks. It is a symbolic math library, and is also used for machine learning applications such as neural networks. It is used for both research and production at Google.‍ TensorFlow was developed by the Google Brain team for internal Google use. It was released under the Apache License 2.0 on November 9, 2015.

Leukemia Detection with NVIDIA Jetson Nano

“Acute Lymphoblastic Leukemia Detection on the NVIDIA Jetson Nano. The Acute Lymphoblastic Leukemia Jetson Nano Classifier is a Convolutional Neural Network (CNN) developed using Intel® oneAPI AI Analytics Toolkit and Intel® Optimization for Tensorflow* to accelerate the training process, and …

Snoring Guardian

“Using a Tensorflow Lite Micro model this edge device keeps an ear out and vibrates if you are snoring. Overview Snoring is estimated to affect 57% of men and 40% of women in the United States. It even occurs in …

Intruder detection using ultra low powered thermal vision

“A system which detects intruders in dark with a low resolution thermal camera connected to a Raspberry Pi Pico using a TensorFlow Lite model Suppose you are alone at home or out for shopping or on vacations and someone breaks …

Build a machine learning node for Node-RED using TensorFlow.js

“Combine TensorFlow.js with Node-RED to create AI-enabled Node-RED applications in various environments Lowering the barrier to entry for artificial intelligence (AI) is a goal that is continually strived for. Making AI more widely accessible will not …

Easy Object Detection With Teachable Machine & Python

“Easy object detection framework that can be used to create a La Croix Flavor Detector or any other object detection project in Python! Teachable Machine is an easy, but powerful tool to create machine learning models. It allows for easy …

Pico Wake Word

“The TinyML Wake Word demo on the Raspberry Pi Pico. A less than $10 wake word! TinyML Wake-Word Detection on Raspberry Pi Pico This application implements the wake word example from Tensorflow Lite for Microcontrollers on the Raspberry Pi Pico …

Build a TinyML Smart Weather Station with Wio Terminal!

“Learn to build your very own smart weather station powered by machine learning, from data acquisition to training to deployment! In today’s tutorial, learn to create your own Wio Terminal Smart Weather Station with TinyML powered prediction capabilities! This …

Controlling Traffic Lights with Micro Speech

“A TensorFlow Lite Micro Speech model that detects wake words and turns on a different coloured LED light to emulate traffic lights. Introduction and Motivation Machine learning typically involves lots of computing power, and these are usually in the form …

COVID Security with OpenCV and TensorFlow

“Right now, it is very important that everyone around us does their part and wears a mask! This device can help with that! For Hack the North, my team and I thought of the brilliant idea of creating a device …

TinyML Keyword Detection for Controlling RGB Lights

“Train a TensorFlow model to recognize certain keywords and control an RGB light strip using an Arduino Nano 33 BLE Sense. The Premise Machine learning at the edge is extremely useful for creating devices that can accomplish “intelligent” tasks with …