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Computer Vision y Machine Learning con Python 2023  | Discount Coupon for Udemy Course
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Computer Vision y Machine Learning con Python 2023 | Discount Coupon for Udemy Course

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Price expires 9 months ago

Domina el procesamiento de imágenes y Machine Learning/Deep Learning con OpenCV, TensorFlow-Keras para Data Science e IA | Discount Coupon for Udemy Course

(239 ratings)
1365 students
Created by:
Last updated 2/2023Course Language SpanishCourse Caption Spanish [Auto]Course Length 14:49:35 to be exact 53375 seconds!Number of Lectures 87
This course includes:
  • 15 hours hours of on-demand video
  • 3 article
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of completion
  • 16 additional resources

Descripción del curso:En este curso aprenderás los fundamentos del procesamiento de imágenes y Machine Learning/Deep Learning y su aplicación en la Visión Artificial en reconocimiento de objetos en imágenes y video utilizando el lenguaje de programación Python.Empezaremos viendo qué es una imagen y su modelo matemático para poder utilizar algunas herramientas útiles que dan información del comportamiento de la imagen. Después, veremos los conceptos más utilizados en procesamiento de imágenes: Tipos de imágenes, histograma de la imagen, filtrado de imágenes, detección de bordes, entre otros. Miraremos una aplicación real de los métodos vistos anteriormente implementando un calificador de imágenes de exámenes de selección multiple de forma automática.Veremos las aplicaciones del Machine Learning tradicional en problemas de Visión Artificial. Para esto, después de haber visto los conceptos fundamentales del aprendizaje de maquina, iremos explicando los clasificadores mas importantes (K-vecinos cercanos, Maquina de vectores de soporte y red neuronal) mientras vemos su aplicación en un problema sencillo como la clasificación de frutas, el reconocimiento de caracteres en placas de carros y rostros de personas. Con este ultimo reuniremos todos los conceptos vistos en el curso, tanto de procesamiento de imágenes como de machine learning, en un problema de la vida real. Por ultimo, implementaremos una Red Neuronal Convolucional para detectar cancer de piel en imágenes, con esto empezaremos a utilizar los conceptos propios del Deep Learning Who this course is for:Cualquier persona con conocimiento básico de Python

Course Content:

Sections are minimized for better readability, click the section title to view the course content

3 Lectures | 04:25
3 Lectures | 07:42
9 Lectures | 01:09:30
3 Lectures | 28:54
7 Lectures | 41:10
8 Lectures | 01:38:52
2 Lectures | 24:03
8 Lectures | 01:38:24
3 Lectures | 37:18
2 Lectures | 12:53
2 Lectures | 19:03
7 Lectures | 01:30:01
21 Lectures | 03:55:16
3 Lectures | 50:48
4 Lectures | 51:57
2 Lectures | 19:17
(239 course ratings)






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