this paper demonstrates design and fabrication o f a mechatronic system for human drowsiness detection. this system can be used in multiple places. for example, in factories, it is used on some dangerous machinery and in cars in order t o prevent the operator o r driver from falling asleep. this system is composed of three parts: (1) mechanical, (2) electrical and (3) image processing system. a...

in this paper, we propose an approach for automatic generation of novel intrusion signatures. this approach can be used in the signature-based network intrusion detection systems (nidss) and for the automation of the process of intrusion detection in these systems. in the proposed approach, first, by using several one-class classifiers, the profile of the normal network traffic is established. ...

The paper deals with the detection process of energy loss in electric railway hauling vehicles. importance efficient use railways and cost-effective rail transport tendency toward regenerative braking are considered. In addition, current situation improvement opportunities to achieve examined. Seven measurement series were performed scheduled Railjet trains between Hegyeshalom Győr stations Hun...

Modern object detection methods in the image recognition process us-ing transformer technology are analyzed.The various advantages and disadvantages identified. An own network was created based on DETR from FAIR team, its operation analyzed. A comparison of networks perfor-mance with optimized architectures convolutional neural is made.The cloud computing tools, graphics processors, Internet Th...