TensorFlow

CovAid: Electric Door System for Mask Checking Raspberry Pi based CovAID Electronic Door System

Coronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome coronavirus. More than two years into the pandemic, there have been many million confirmed cases of COVID-19 worldwide. Many more have probably gone undocumented. For safety purposes, we made an interesting project, CovAid. The CovAid is an electric…

Raspberry Pi Based Emotion Recognition System Raspberry Pi Based Emotion Recognition using OpenCV, TensorFlow, and Keras

In this tutorial, we are going to implement an Emotion Recognition System or a Facial Expression Recognition System on a Raspberry Pi 4. We are going to apply a pre-trained model to recognize the facial expression of a person from a real-time video stream. The “FER2013” dataset is used to train the model with the help of a VGG-like Convolutional Neural Network (CNN).

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Raspberry Pi Hand Gesture Recognition using OpenCV Hand Gesture Recognition using Raspberry Pi and OpenCV

We all have played Rock, Paper, and Scissors game at least once. It’s a very simple game where each player picks one of the three objects (Rock, Paper, and Scissor) making the appropriate hand shape on a count of three, and these rules are applied to decide the winner:

Paper beats Rock Scissors beat Paper Rock beats Scissors

So in today’s tutorial…

Installing Machine Learning Software TensorFlow on Raspberry Pi Installing Machine Learning Software TensorFlow on Raspberry Pi

Machine Learning and Artificial Intelligence are the trending topics in the industries now days and we can see their increasing involvement with the launch of every new electronics device. Almost every application of Computer science engineering is using Machine Learning for analyzing and predicting the future results. Already, there are many devices rolled in the market…