A good example of Transformer is the famous ChatGPT, which transforms from one sequence into another. The easiest way to remember what a transferomer model is that it is similar to a language translation. …

Follow me on a new journey as I explore the use of Large Language Model (LLM) on a Raspberry Pi. I first understand what is the difference between LLM and Machine Learning (ML). For example, let’s take the case of detecting spam email. The LLM doesn’t requires training (which is…

We all know ChatGPT. But do you know that ChatGPT is a large language model (LLM)? First let’s define LLM. It refers to a type of artificial intelligence (AI) model designed to understand and generate human-like language. …

What is development right now on smart camera, specifically for the use of Robot? Does it using any AI? Let’s check this out! Here are some papers that I found using Google Scholar Detection and Recognition of Objects in Real Time Using an Intelligent Camera by a Delta Robot It…

Let’s face it — 2D object detection is really boring. How do we then add more ‘depth’ to the 2D object detection? Simple, just add the Depth camera. The popular brands are Kinect and Intel Realsense. Let’s try out the Intel Realsense. First, we must do the tedious installation. If…

Tired waiting for the real-time inference to happen? Don’t worry — just grab a hold on Coral USB Accelerator to speed up the inference! The Edge TPU (Tensor Processing Unit) is a hardware accelerator designed by Google to accelerate machine learning inference on edge devices. …

Have you ever wondered if you should label the objects that are not used in training? These objects are also known as the “negative” labels. Yes, we should. In order to enable the algorithm to recognise patterns and make predictions on new, unseen data, labelling data is an essential stage…

With TensorFlow Model Maker kept crashing, I am sure many of us cannot help by groan in frustration. Especially when we are due for presentation for tomorrow and the Colab that we tested yesterday just Crashed! Don’t worry; we still have Mediapipe for the rescue. Let us first get familiar…

Mediapipe has jumped into the bandwagon of Raspberry Pi!! Yeah, we have another way to test out our beloved Raspberry Pi 😁 So let’s see how we can do this effortlessly and easily. All the codes are taken from FreedomWebTech (links given below). 1) Install the general update Make sure all the libraries in Raspberry…