Published inAI AdvancesEmbedded AI — Building a Neural Network Visualization AppDeep learning models look like complicated puzzles with an overwhelming number of pieces that have been spilled all over the floor. While…Dec 26, 20243Dec 26, 20243
Using the Arduino UNO R4 Op-Amp and DAC to drive a Programmable Electronic LoadWe needed a DC programmable electronic load for an Arduino based battery logger that we are designing. This will be used during the battery…Dec 1, 20242Dec 1, 20242
Connecting Time Machine to the Synology DS1520+ NASEvery time I lose power to my NAS, time machine stops backing up to it. This happens infrequently and yes I know I should have a UPS on the…Oct 24, 2024Oct 24, 2024
Published inAI Advances0.2b Embedded AI — Exploratory Data Analysis (EDA)Part B— From Identifying and Removing Anomalies to Feature Engineering.Aug 1, 2024Aug 1, 2024
Published inAI Advances0.2a Embedded AI — Exploratory Data Analysis (EDA)Part A — From Data Collection to Data Visualisation and Analysis.Jul 28, 20241Jul 28, 20241
Published inAI Advances0.1 Embedded AI — The Evolution of Artificial IntelligenceYou will often see it stated that Deep Learning (DL) is a subset of Machine Learning (ML) and Machine Learning is a subset of Artificial…Jul 17, 20241Jul 17, 20241
5. Embedded AI — Battery State of Charge using Machine LearningOur first attempt at an ML model was a worse predictor, than a horizontal line through the mean. Don’t panic! We are only half way through…Jul 7, 2024Jul 7, 2024
4. Embedded AI — Battery State of Charge using Machine LearningHow accurate is Machine Learning (ML), compared to a lookup table with interpolation, when predicting a batteries State of Charge (SOC)…Jul 2, 2024Jul 2, 2024
3. Embedded AI — Battery State of Charge using Machine LearningBattery State of Charge (SOC) indicates the remaining charge of a battery as a percentage of its total capacity. This information is vital…Jun 30, 20243Jun 30, 20243
2. Embedded AI — Battery State of ChargeIn part one of our series on embedded AI we explained the Machine Learning (ML) process, using linear regression as an example. We will…Jun 27, 2024Jun 27, 2024
