In the development of projects where hardware and software components are included, electronic components such as sensors, actuators, control mechanisms, artificial vision equipment are used, these require a base platform to be inserted, most of these components require different mechanisms to be used, such as connectors and interfaces, which determines the implementation of a complex system made up of different technologies and communication protocols, added to this problem is the different energy requirements so the system ends up performing a high energy consumption, the proposal presented is the use of the NVIDIA Jetson TK1 development platform, which is equipped with many alternatives to connect a series of sensors and actuators, cameras and other devices, as well as a powerful processing unit graph GPU from where you can perform image processing ny video in the same platform, manag...

ABSTRACT Sleep Apnea is one of the lesser-known pathologies that many people do not take into consideration when conducting a medical check-up, but it is one of the indicators of levels of fatigue, stress that are shown by lack of sleep, bad sleeping habits or other silent indicators such as problems breathing when sleeping, snoring among others. In these moments of confinement in our homes caused by COVID-19, where most of them cannot work, study or do other activities in person, certain levels of stress begin to emerge in both adults and children, these manifestations are shown in problems at bedtime. In the present work an analysis is carried out on the possible consequences of Sleep Apnea, as well as a methodology based on the use of Weareable Devices is presented, to be able to analyze how our way of sleeping is and thus be attentive to any changes in the demonstrations at bedtime. ...

ABSTRACT The pandemic caused by COVID-19, allowed to know at many levels, the situation of hospitals and its impact on the services they provide to the population. At the times with the highest rate of infections, health centers in most countries were brought to their maximum capacity, most of them collapsing and ceasing to attend to patients. Many health centers were dedicated only to treating patients infected by COVID-19. Lacking medical attention to the other specialties. In this environment, many of the symptomatic patients, such as asymptomatic ones, did not know if they had been infected, much less, did not know if they were infected, many of them were unable to detect certain symptoms so that they could request specialized medical attention. This work is dedicated to using low-cost devices as an evaluation and alert mechanism for possible symptoms caused by COVID-19, the methodol...

Conferencia de la International Conference on Machine Learning and Data Engineering

The pandemic caused by COVID-19, has achieved the confinement of people around the world, changing many habits and customs. Education is one of the areas where this aspect has caused many changes in the way of studying, mainly in the physical place where the classes are received, in the educational process they went from studying in a classroom to a room in the house And in many cases in the classroom, this new way of studying is causing changes in many aspects, one of the most important and which is the object of this study are changes in the levels of attention provided by students, because they are being affected by agents. distractors such as television, family members among others. The present work focuses on being able to analyze how the concentration and meditation levels are presenting at the time they do their classes, these measurements are made through a brain-computer interfa...

Optical satellite images are an important and indispensable tool in the analysis of large areas of land, for this reason many applications arise, among them the subject of the detection of objects present in the images, in order to carry out this task, high resolution images are used. , one of the advantages of these images is the level of detail that can be observed, but they have a disadvantage, which is the coverage, which allows the registration of a limited area, as well as the opportunity for the registration of the image by the satellite depends on the orbit, the time and the weather, all these factors cause that the registration of a specific area is of vital importance, in the present work focuses on presenting a methodology for the detection of edges in high resolution satellite images where evidence of the presence of ships that are present in the image, the technique consists...

The information and communications technologies are revolutionizing the classic ways of carrying out the processes, in particular, for the teacher selection processes we have the classic form of evaluation, according to the criteria of each educational institution, in the present work it is presented a teacher selection model, using neural networks, using 3 criteria and 23 characteristics, which are entered into individual networks for each criterion and additionally a network for the final classification, is presented based on a prototype, an application developed with the computational tool Matlab, which is described in detail for its application and scaling, for purposes of measuring the performance of the network, evaluations were carried out with a group of 30 candidates, grouped into two groups, a group of 15 candidates with positive conditions complying with the policies of the ed...

The images help in the different processes where a visual interpretation of a scene is required, in this sense we find many applications where images are used to analyze, interpret and classify certain objects within the image, there are different types of images generated by different sensors, in this paper describes a method to analyze the behavior of the muscle, mainly of the knee, when performing rehabilitation exercises, coupled with an optical image where you can see the state of the muscle and the location, the method proposed as a super position between optical and thermal images, with the intention of being able to know the state of the optical image and to have the same image with information of the behavior of the temperature, the super position that we propose is to have as a base the optical image and on placing the thermal image, the results that are presented are oriented ...

Times change, for many reasons, due to technological development, new ways of doing things and in some cases forced by a global condition, is the case of the present case, where we analyze the teacher selection processes, although many of the Academic activities are developed at a distance, the selection processes also accompany this model, in this process factors that must be presented according to the profile required by the institution are analyzed, in this work a technique is proposed to be able to classify the best candidates in a Teacher selection process, the methodology consists of analyzing three groups of characteristics that the candidates must present, such as the writing exercises, the group interview and finally a demonstration class, in each of them particular criteria are evaluated, a demonstrative example It is presented as a demonstration, where it can be conditioned ac...

Conferencia de la International Conference on Machine Learning and Data Engineering.