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Through a camera the video from the exterior of the BubbleTown\'s place is obtained, then its frames are extracted and processed in order to been analyzed with 3 <b>convolutional neuronal networks</b> to detect <b>faces</b> and, from it, <b>the age, the gender and the personality</b> of a potential client. Based on this parameters, a <b>drink is recommended</b> to him or her and it\'s displayed near to his or her face with <b>augmented reality</b>. Implemented in the minicomputer <b>NVIDIA Jetson AGX Xavier</b>.<br/><br/>This work is published as an article in the <b><a href=\'https://www.mdpi.com/1424-8220/22/1/63\' target=\'_blank\'>MDPI magazine Sensors Vol. 22, Issue 1 (January 2022)</a></b> by me and other authors.","ESP":"Este es un sistema de <b>publicidad dirigida a clientes</b> de la empresa de bebidas <b>BubbleTown</b> utilizando <b>visi&oacute;n por computadora y aprendizaje profundo</b>. Por medio de una c&aacute;mara se obtiene video del exterior del local de BubbleTown, despu&eacute;s se extraen y procesan im&aacute;genes del mismo para ser analizadas con 3 <b>redes neuronales convolucionales</b> para detectar <b>rostros</b> y, a partir de estos, <b>la edad, el g&eacute;nero y la personalidad</b> de dicho cliente potencial. Con base a estos par&aacute;metros, se le <b>recomienda una bebida</b> y se despliega al lado de su rostro con <b>realidad aumentada</b>. 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Additionaly, the <b>preprocessing</b> of the <b>data</b> to get a more effective training with better results is shown.","ESP":"Estos son diversos ejercicios con <b>redes neuronales</b> utilizando <b>TensorFlow 2</b> y <b>Keras</b>, principalmente <b>convolucionales</b>. Algunos de estos son: clasificaci&oacute;n de colores y formas geom&eacute;tricas con un <b>MLP</b> com&uacute;n, ejemplos del <b>gradiente descendiente</b>, modelos utilizando el <b>dataset MNIST</b>, clasificadores de personajes de ficci&oacute;n y de platillos t&iacute;picos de comida mexicana, e incluso <b>modelos de detecci&oacute;n de objetos</b> como la <b>Single Shot Detection</b> con reentrenamientos personalizados, que adem&aacute;s incluye su implementaci&oacute;n en <b>TensorRT</b>. 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Entre estos destacan: implementaci&oacute;n de <b>&aacute;rboles de decisi&oacute;n</b> para problemas de clasificaci&oacute;n; uso de algoritmos de <b>clustering</b> como <b>K-Medias, MST (Enlace Promedio y Completo), BIRCH, DBSCAN</b>, entre otros; an&aacute;lisis de conjuntos de datos para identificar las <b>correlaciones</b> entre las clases de este y su <b>distribuci&oacute;n</b>; y ejercicios de <b>regresiones lineales</b> para predecir comportamientos. 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Also, we offer <b>operations with Non deterministic Finite Automatas (NFA)</b>. <br/>Each automata is displayed in its graphic representation.","ESP":"Esta es una implementaci&oacute;n tentativa de la primera mitad de los componentes de un compilador: implementamos un <b>analizador l&eacute;xico</b> de Aut&oacute;matas Finitos Deterministas por medio de tokens, y 6 analizadores sint&aacute;cticos: creaci&oacute;n de Aut&oacute;matas Finitos Deterministas y Gram&aacute;ticas utilizando <b>an&aacute;lisis descendiente recursivo, LL(1), LR(0), LR(1) y LALR</b>. Adem&aacute;s, brindamos <b>operaciones con Aut&oacute;matas Finitos No Deterministas (NFA)</b>.<br/> Cada aut&oacute;mata se despliega en su representaci&oacute;n gr&aacute;fica."},"badges":["Python","Flask","jQuery","Jinja2","Vis.js","Materialize"],"roles":["Full Stack Developer","UI Developer"],"authors":["Abigail Nicolas","Randy Guzman"],"githubButton":"https://github.com/brokenerk/Compiladores","takeALookButton":"https://com-piler.up.railway.app/","color":"#007bff"},{"id":"rand","icon":"fa fa-random fa-2x","title":{"ENG":"Random Seed","ESP":"Semilla Aleatoria"},"description":{"ENG":"This is the web implementation of the <b>Random Seed Algorithm</b>, that is used to solve complex linear programming problems.<br/> It\'s a iterative algorithm based on a number of populations, each one of the same size. Therefore, in this tool the populations info, the restrictions and the objective function can be entered.<br/> It displays all the iterations and find the most accurate result.","ESP":"Esta es la implementaci&oacute;n web del <b>Algoritmo de Semilla Aleatoria</b>, que es utilizado para resolver problemas complejos de programaci&oacute;n lineal.<br/> Es un algoritmo iterativo basado en un n&uacute;mero de poblaciones, cada una del mismo tama&ntilde;o. Por lo tanto, en esta herramienta se puede ingresar la infomaci&oacute;n de las poblaciones, las restricciones y la funci&oacute;n objetivo.<br/> Muestra todas las iteraciones y encuentra el resultado m&aacute;s preciso."},"badges":["Python","Flask","Jinja2","jQuery","JavaScript","Materialize"],"roles":["Frontend Developer","UI Developer"],"authors":["Arturo Lara"],"githubButton":"https://github.com/brokenerk/MCTD/","takeALookButton":"https://random-mctd.up.railway.app/","color":"#17a2b8"},{"id":"saeeb","icon":"fa fa-graduation-cap fa-2x","title":{"ENG":"SAEEB","ESP":"SAEEB"},"description":{"ENG":"This is a web system prototype for academic managing of students from elementary schools in Mexico. <br/>The intention is that the account created will be used by the student\'s parents or tutors and it will allows to schedule appoinments with the teachers, check the student\'s grades, send emails or notes between de teachers and parents, update the student\'s academic and personal info, and also generate their global grades in PDF.","ESP":"Este es un prototipo de un sistema web para la administraci&oacute;n de estudiantes de escuelas secundarias en M&eacute;xico. <br/> La intenci&oacute;n es que la cuenta creada sea utilizada por los padres o tutores del alumno y permitir&aacute; agendar citas con los profesores, revisar las calificaciones del alumno, enviar emails, avisos o recados entre padres de familia y profesores, actualizar la infomaci&oacute;n acad&eacute;mica y personal del estudiante, e incluso generar la boleta global de calificaciones del alumno en PDF."},"badges":["PHP","MySQL","HTML-CSS","JavaScript"],"roles":["Backend Developer","Database Manager"],"authors":["Abigail Nicolas","Yahir Carillo"],"githubButton":"https://github.com/abiisnn/SAEEB","color":"#E89980"},{"id":"chat","icon":"fa fa-comments fa-2x","title":{"ENG":"Multicast Chat","ESP":"Chat Multicast"},"description":{"ENG":"This is a common public chat room that allows to send and receive text messages, images and also file links via multicast. 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Uses <b>the Request-Responde protocol (improved UDP sockets)</b> so that the information doesn\'t get lost or repeated, guaranteeing the sending and receipt of the images. Perfect to use in a computer laboratory to monitor all at the same time. Implemented with the <b>web server Moongose</b>.","ESP":"<b>Sistema distribuido</b> que permite visualizar las pantallas de hasta 30 computadoras remotas en paralelo desde un equipo central. Las capturas de pantalla se actualizan cada 5 segundos y se puede seleccionar su calidad. Utiliza <b>el protocolo Solicitud-Respuesta (sockets UDP mejorados)</b> para que la informaci&oacute;n no se pierda ni llegue repetida, garantizando el envio y recibo de las im&aacute;genes. Perfecto para utilizarse en laboratorios de computadoras para monitorear todas al mismo tiempo. Implementado con el <b>servidor web Mongoose</b>."},"badges":["C","C++","Mongoose","Sockets","jQuery","JavaScript","Bootstrap"],"roles":["Full Stack Developer","UI Developer"],"githubButton":"https://github.com/brokenerk/SistemasDistribuidos/tree/master/Proyectos/P3%20-%20CentralLab","color":"#6c757d"},{"id":"ukraniofest","icon":"fa fa-book fa-2x","title":{"ENG":"Book Analyzer","ESP":"Analizador de Libros"},"description":{"ENG":"<b>Distributed system</b> that analyzes books in the spanish language as plain text files. Through 4 different servers extracts all the words from it, counts them and then compares them with the 10 thousand most frequently used words in spanish. The more words from this list the book has, the better percentage of understanding for the reader it will have. Implemented with the <b>web server Moongose and with the Request-Response protocol through improved UDP sockets</b>.","ESP":"<b>Sistema distribuido</b> que analiza libros en el idioma espa&ntilde;ol en forma de archivos de texto plano. Por medio de 4 servidores distintos extrae todas las palabras de &eacute;ste, las contabiliza y despu&eacute;s las compara con las 10 mil palabras más frecuentes utilizadas en el espa&ntilde;ol. Mientras m&aacute;s palabras de este listado tenga el libro, mejor porcentaje de comprensi&oacute;n para el lector tendr&aacute;. Implementado con el <b>servidor web Mongoose y el protocolo Solicitud-Respuesta por medio de sockets UDP mejorados</b>."},"badges":["C","C++","Mongoose","Sockets","Vue.js","Vuetify"],"roles":["Backend Developer"],"authors":["Eric Trejo","Luis Santuario","Rafael Hernandez","Ricardo Sagrero"],"githubButton":"https://github.com/brokenerk/LibroUkranioFest","color":"#ffc107"},{"id":"stars","icon":"fa fa-star-half-o fa-2x","title":{"ENG":"Star Cluster","ESP":"Cúmulo de Estrellas"},"description":{"ENG":"This is a project that implements the <b>Brute Force Star Cluster Algorithm</b>. <br/>From a big population of stars in the sky (actually a bunch of points in a 2D space), the algorithm finds the two of them that have the minimum distance between each other. 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