Updated: Jan 8, 2023
Guide Kit Build a machine learning model for monitoring body temperature and face mask detection using these open-source libraries.
Due to the advent of Covid and other infections in the past couple of years, it has become customary to check the temperature and see all the people wearing masks in public places like schools, colleges, offices, etc. A person might contact the infection from an infected person even while checking the temperature using traditional methods.
Moreover, Covid-19 is an airborne disease and an infected person not wearing a mask can transmit the infection to others as well. So, to avoid these situations the best solution is to use automated temperature and mask scanner systems. And you can yourself develop such systems with the help of open-source libraries and frameworks.
Explore the topmost and trending open-source libraries to create a temperature and mask scan entry system for covid prevention:
SparkFun_MLX90614_Arduino_Libraryby sparkfun
30 Version:v1.1.3Arduino library for the MLX90614 Infrared Thermometer.
SparkFun_MLX90614_Arduino_Libraryby sparkfun
C++ 30 Version:v1.1.3 License: Permissive (MIT)
jetson-thermal-monitorby tsutof
18 Version:v1.0Real-time plot of temperatures from NVIDIA Jetson on-module thermal sensors
jetson-thermal-monitorby tsutof
Python 18 Version:v1.0 License: Permissive (MIT)
TouchFree-v2by saksham2001
18 Version:2.0.0TouchFree v2: AI-based Mask Detection and Temperature Check
TouchFree-v2by saksham2001
Python 18 Version:2.0.0 License: Permissive (MIT)
covid-cameraby conalllaverty
11 Version:CurrentContactless Temperature Monitoring over BLE using ESP32 and MLX90640
covid-cameraby conalllaverty
C++ 11 Version:Current License: Permissive (MIT)
SenseTempby CapableRobot
10 Version:CurrentAn accurate and flexible four-channel temperature sensor designed for makers and engineers
SenseTempby CapableRobot
JavaScript 10 Version:Current License: Permissive (MIT)
raspi-thermal-camby makerportal
8 Version:CurrentRaspberry Pi Thermal Camera in Real Time with MLX90640 and Python
raspi-thermal-camby makerportal
Python 8 Version:Current License: Strong Copyleft (GPL-3.0)
Infrared-Temperature-and-Mask-Detection-Systemby wang-zhuoran
6 Version:v1.0This is a project that aims to create an integrated system combined with mask recognition and infrared thermometer.
Infrared-Temperature-and-Mask-Detection-Systemby wang-zhuoran
Python 6 Version:v1.0 License: Permissive (MIT)
FaCeMaskDetectionby Pankajtokas
1 Version:CurrentTo develop a “Face mask detection” software using Python Programming Language & DataScience, to facilitate easy mask detection from real time video stream as well as from image. About Module: The corona virus COVID-19 pandemic is causing a global health crisis so the effective protection methods is wearing a face mask in public areas according to the World Health Organization (WHO). The COVID-19 pandemic forced governments across the world to impose lockdowns to prevent virus transmissions. Reports indicate that wearing facemasks while at work clearly reduces the risk of transmission. An efficient and economic approach of using AI to create a safe environment in a manufacturing setup. A hybrid model using deep and classical machine learning for face mask detection will be presented. A face mask detection dataset consists of with mask and without mask images, we are going to use OpenCV to do real-time face detection from a live stream via our webcam. We will use the dataset to build a COVID-19 face mask detector with computer vision using Python, OpenCV, and Tensor Flow and Keras. Our goal is to identify whether the person on image/video stream is wearing a face mask or not with the help of computer vision, data science and deep learning.
FaCeMaskDetectionby Pankajtokas
Python 1 Version:Current License: Permissive (BSL-1.0)
Maskitby Gituser143
1 Version:CurrentA smart COVID-19 mask detection system built for use in public workspaces!
Maskitby Gituser143
Python 1 Version:Current License: Permissive (MIT)
Face-mask-detection-and-temperature-sensing-deviceby haiderrizvi92
1 Version:CurrentWe developed Artificial intelligence based model in COVID-19 which detect face mask with accuracy 97.68% and sense the body temperature from distance 1.5meter. System embedded on raspberry pi 4. This system is IoT based. Technologies: Python, openCV, IR Thermal sensors, tensorflow/keras, numpy and pandas.
Face-mask-detection-and-temperature-sensing-deviceby haiderrizvi92
Python 1 Version:Current License: Permissive (Apache-2.0)