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ace-mask-detection-and-temperature-sensing-device

所属分类：物联网
开发工具：Python
文件大小：0KB
下载次数：0
上传日期：2020-12-25 11:21:17
上传者：sh-1993

说明：在COVID-19中开发了基于人工智能的人脸检测模型，对人脸的检测准确率为97.68%，并对人体温度进行了检测...，
(We 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.)

文件列表:

LICENSE (11357, 2020-12-25)
detect_mask_image.py (3539, 2020-12-25)
detect_mask_video.py (9359, 2020-12-25)
train_mask_detector.py (5298, 2020-12-25)

## Face-mask-detection-and-temperature-sensing-device We 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. We implement this code on raspberry pi 4 with having 32 gb microsd card. 1st we train the model by using supervised machine learning using opencv library of python we provide more then 110 samples of datasets having with mask and with no mask after train data we use tensorflow to build this model

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