This project aims to create a face mask detection system using Convolutional Neural Networks (CNNs). It uses the TensorFlow and Keras libraries to build and train the model, and the OpenCV library to process video input for real-time detection. . Technologies Used Python: Programming language us...
Face-Mask-Detection A machine learning project using python with various packages while training the model to detect mask. 🧰 Features Detects if the user is wearing a mask or not. Displays realtime text. 🔩 Instructions Install python on your system. Install all the required dependencies an...
An efficient & economic approach of using AI and do setup a device to create a safe environment. This paper will present a hybrid face mask detection algorithm that utilizes deep learning. A device to detect masks entail of a dataset of images with mask or without mask, and with the help...
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In the future, this technology can be employed in real-time applications that require face mask detection for safety reasons due to the COVID-19 pandemic. This project can be integrated with embedded systems for applications in offices, schools, airports, and public places to ensure public ...
E. Object Detection Object detection is one of the most prominent computer vision tasks. In a nutshell, given an image, an object detector will find: the objects in image which is face mask in our system types or classes bounding box containing coordinates of face mask in the image ...
Eye detection is done using OpenCV HaarClassifier. Note at the center of active face feature locator (the red circle), there is a small box. This is for pin point location of the feature point. Also on the top left, there would be a magnifier showing the content inside the active face...
CompreFace is a free and open-source face recognition system that can be easily integrated into any system without prior knowledge of machine learning. It provides REST API for face recognition, face verification, face detection, landmark detection, mask detection, head pose detection, age and ...
We have also added a Mask-on Face Detection model - it's now possible to detect faces covered by masks (medicine masks, scarfs, bandanas, etc), which significantly improves face detection quality during pandemics. In addition to a few major updates above we have also fixed problems with ...
Face-mask detection represents both a detection as well as a classification problem because it requires first the location of faces of people in digital images and then the decision of whether they are wearing a mask or not. The first part of this problem has been studied extensively in the ...