![]() ![]() Another problem is that the accuracy of the associated machine learning model may be decreased, depending on the number of concerned parameters and layers. However, there are still some challenges for deployment of such architectures on the embedded devices, due to the limited computational power. ![]() ![]() In particular, the MobileNet and Single Shot multi-box Detector (SSD) have recently been proposed as the machine learning model for object detection. The machine learning models based on Convolutional Neural Networks (CNNs) can be effectively used for detection and recognition of objects, such as Corona Virus Disease 19 (COVID-19). ![]()
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