Machine Learning

Framing and solving problems with deep learning: an introduction

In this tutorial, we are going to explore how we can frame a non-mathematical problem into a deep learning problem with mathematics and coding.

Aug 1, 2022

Object Tracking Camera with Raspberry Pi and TensorFlow Lite

By modifying the object detection example program of TensorFlow Lite, we can easily make an object tracking camera.

Feb 6, 2022

Updated: Using Raspberry Pi and TensorFlow Lite for Object Detection

There is a newer, improved version of the TensorFlow Lite object detection program for Raspberry Pi.

Jan 30, 2022

Train custom object detection model with TensorFlow Lite Model Maker

By using the new TensorFlow Lite Model Maker, we can easily train a custom TensorFlow Lite model that can be deployed on a Raspberry Pi.

Sep 7, 2021

Create Object Detection Datasets with Raspberry Pi and labelImg

By using a Raspberry Pi and labelImg, we can create datasets for training custom object detection models.

Aug 28, 2021

Using Google Colaboratory

Google's Colaboratory is an excellent and essential tool for novices and professionals to experiment with machine learning.

Mar 28, 2021

Create a Decision Tree Model with scikit-learn

Decision tree is a powerful tool for machine learning. By using the scikit-learn library, we can construct and display a decision tree with a few lines of code.

Dec 25, 2020

Setup Visual Studio Code and Jupyter on Raspberry Pi

With Visual Studio Code and Jupyter installed on the Raspberry Pi, we can turn a Pi into an amazing platform for studying machine learning.

Dec 12, 2020

Stream Video from ESP32 to Raspberry Pi

By using an ESP32 with a camera, we can stream video wirelessly to a Raspberry Pi very easily.

Nov 8, 2020

Speed up TensorFlow Lite Inferencing with Coral USB Accelerator

While Raspberry Pi is not a powerful computer for AI computation, it's possible to speed up the inferencing speed signficiantly by attaching a Tensor Processing Unit to it.

Jun 27, 2020