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Azure Custom Vision con
.NET MAUI
Ricardo Josue Perez Altamirano
Agenda
● Presentación
● Conceptos
● Demo/Practica
● Preguntas
● Linkedin: https://www.linkedin.com/in/ricardojosue/
● Twitter: https://twitter.com/RicardoJosue04
● Correo: josue12510@gmail.com /
josue12510@outlook.com
● Youtube: https://www.youtube.com/c/RicardoJosue
Presentación
● .NET Multi-platform App UI
(.NET MAUI) es un marco
multiplataforma para crear
aplicaciones móviles y de
escritorio nativas con C# y XAML.
● Con .NET MAUI, puede
desarrollar aplicaciones que se
pueden ejecutar en Android, iOS,
macOS y Windows desde una
sola base de código compartida.
NET MAUI
5
Custom vision
● Azure Custom Vision es un servicio de
reconocimiento de imágenes que permite
compilar, implementar y mejorar sus
propios identificadores de imágenes.
6
Custom visión – como funciona
● El servicio Custom Vision usa un algoritmo de aprendizaje automático para
analizar las imágenes.
7
Custom visión – como funciona
8
Custom visión – Clasificación y
detección de objetos
La funcionalidad de Custom Vision puede dividirse en dos características.
● La clasificación de las imágenes aplica una o varias etiquetas a una imagen
completa.
● La detección de objetos es similar, pero también devuelve las coordenadas de la
imagen donde pueden encontrarse las etiquetas aplicadas.
9
Custom visión – Precios
Factor F0 (gratis) S0 (Estándar)
Proyectos 2 100
Imágenes de aprendizaje por
proyecto
5.000 100 000
Predicciones/mes 10 000 Sin límite
Etiquetas/proyecto 50 500
Iteraciones 20 20
Mínimo de imágenes
marcadas por etiqueta;
clasificación (es
recomendable 50 o más)
5 5
Mínimo de imágenes
marcadas por etiqueta;
detección de objetos (es
recomendable 50 o más)
15 15
Durante cuánto tiempo se
almacenan las imágenes de
predicción
30 días 30 días
10
11
Azure Custom Vision for .NET MAUI
Preguntas
gracias
Ricardo Josue Perez Altamirano
josue12510@outlook.com
@RicardoJosue04
https://www.youtube.com/c/RicardoJosue/
https://twitter.com/RicardoJosue04
https://www.linkedin.com/in/ricardojosue/
CONTENTS OF THIS TEMPLATE
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THEME
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01
Jupiter is a gas giant and the
biggest planet of them all. It's
the fourth-brightest object in the
night sky. It was named after the
Roman god of the skies and
lightning
02
Venus has a beautiful name and
is the second planet from the
Sun. It’s terribly hot and its
atmosphere is poisonous. It’s the
second-brightest natural object
in the night sky
03
Saturn is a gas giant and has
several rings. It's composed of
hydrogen and helium. It was
named after the Roman god of
wealth and agriculture. It’s the
sixth planet from the Sun
TABLE OF CONTENTS
JUPITER VENUS SATURN
NAME OF THE
SECTION
01
You can enter a subtitle here if you need it
BUSINESS PLAN YEAR 2XXX
THE SLIDE TITLE GOES HERE!
Mercury is the closest planet to the Sun and the smallest one
in the entire Solar System. This planet's name has nothing to
do with the liquid metal, since Mercury was named after the
Roman messenger god. Despite being closer to the Sun than
Venus, its temperatures aren't as terribly hot as that planet's.
Its surface is quite similar to that of Earth's Moon, which
means there are a lot of craters and plains
Speaking of craters, many of them were named after artists
or authors who made significant contributions to their
respective fields. Mercury takes a little more than 58 days to
complete its rotation, so try to imagine how long days must
be there! Since the temperatures are so extreme, albeit not
as extreme as on Venus, and the solar radiation is so high,
Mercury has been deemed to be non-habitable for humans
—SOMEONE FAMOUS
“This is a quote, words full of wisdom
that someone important said and that
can inspire the reader.”
JUPITER AND
MARS
VENUS AND
MERCURY
Jupiter is a gas giant and the biggest planet
in the Solar System. It's the fourth-brightest
object in the night sky. It was named after
the Roman god of the skies and lightning
Despite being red, Mars is actually a cold
place. It's full of iron oxide dust, which gives
Mars its reddish cast
Venus has a beautiful name and is the
second planet from the Sun. It’s terribly hot,
even hotter than Mercury, and its
atmosphere is extremely poisonous. It’s the
second-brightest natural object in the night
sky after the Moon
Mercury is the closest planet to the Sun and
the smallest one of them all
IF YOU NEED TWO COLUMNS
● Venus has a very beautiful name and is the second
planet from the Sun. It’s terribly hot, even hotter than
Mercury, and its atmosphere is extremely poisonous. It’s
the second-brightest natural object in the night sky after
the Moon
● Earth is the third planet from the Sun and the only one
that harbors life in the Solar System. This is where we all
live on
● Jupiter is a gas giant and the biggest planet in the Solar
System. It's the fourth-brightest object in the night sky. It
was named after the Roman god of the skies and
lightning
● Mercury is the smallest planet in the Solar System. It was
named after the Roman messenger god
● Despite being red, Mars is actually a cold place. It's full of
iron oxide dust, which gives the planet its color
YOU CAN USE BULLET POINTS
INFOGRAPHICS ARE USEFUL
Venus is the second
planet from the Sun
It’s the biggest planet in
the Solar System
Despite being red, Mars
is a cold place
Saturn is a gas giant and
has several rings
VENUS JUPITER MARS SATURN
1 2 3 4
A PICTURE IS WORTH A THOUSAND WORDS
Mercury is the closest planet to the Sun and the
smallest of them all. This planet's name has
nothing to do with the liquid metal, since Mercury
was named after the Roman messenger god.
Despite being closer to the Sun than Venus, its
temperatures aren't as terribly hot as that
planet's. Its surface is quite similar to that of
Earth's Moon, which means there are a lot of
craters and plains. Speaking of craters, many of
them were named after artists or authors who
made significant contributions to their respective
fields. Mercury takes a little more than 58 days to
complete its rotation, so try to imagine how long
days must be there! Since the temperatures are
so extreme, albeit not as extreme as in Venus,
and the solar radiation is so high, Mercury has
been deemed to be non-habitable for humans
Mercury is the closest planet to the Sun and the
smallest of them all. This planet's name has
nothing to do with the liquid metal, since Mercury
was named after the Roman messenger god.
Despite being closer to the Sun than Venus, its
temperatures aren't as terribly hot as that
planet's. Its surface is quite similar to that of
Earth's Moon, which means there are a lot of
craters and plains. Speaking of craters, many of
them were named after artists or authors who
made significant contributions to their respective
fields. Mercury takes a little more than 58 days to
complete its rotation, so try to imagine how long
days must be there! Since the temperatures are
so extreme, albeit not as extreme as on Venus,
and the solar radiation is so high, Mercury has
been deemed to be non-habitable for humans
LONG TEXT SLIDE
YOU CAN USE THIS GRAPH
Follow the link in the graph to modify its data and then paste the new one here. For more info, click here
Venus is the second
planet from the Sun
Jupiter is the biggest
planet of them all
TEAM 1 TEAM 2
Despite being red,
Mars is a cold place
Saturn is a gas giant
and has several rings
TEAM 3 TEAM 4
BUSINESS PLAN YEAR 2XXX
Thank you
Do you have any questions?
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+91 620 421 838
yourwebsite.com
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Azure Custom Vision for .NET MAUI

  • 1. Azure Custom Vision con .NET MAUI Ricardo Josue Perez Altamirano
  • 2. Agenda ● Presentación ● Conceptos ● Demo/Practica ● Preguntas
  • 3. ● Linkedin: https://www.linkedin.com/in/ricardojosue/ ● Twitter: https://twitter.com/RicardoJosue04 ● Correo: josue12510@gmail.com / josue12510@outlook.com ● Youtube: https://www.youtube.com/c/RicardoJosue Presentación
  • 4. ● .NET Multi-platform App UI (.NET MAUI) es un marco multiplataforma para crear aplicaciones móviles y de escritorio nativas con C# y XAML. ● Con .NET MAUI, puede desarrollar aplicaciones que se pueden ejecutar en Android, iOS, macOS y Windows desde una sola base de código compartida. NET MAUI
  • 5. 5 Custom vision ● Azure Custom Vision es un servicio de reconocimiento de imágenes que permite compilar, implementar y mejorar sus propios identificadores de imágenes.
  • 6. 6 Custom visión – como funciona ● El servicio Custom Vision usa un algoritmo de aprendizaje automático para analizar las imágenes.
  • 7. 7 Custom visión – como funciona
  • 8. 8 Custom visión – Clasificación y detección de objetos La funcionalidad de Custom Vision puede dividirse en dos características. ● La clasificación de las imágenes aplica una o varias etiquetas a una imagen completa. ● La detección de objetos es similar, pero también devuelve las coordenadas de la imagen donde pueden encontrarse las etiquetas aplicadas.
  • 9. 9 Custom visión – Precios Factor F0 (gratis) S0 (Estándar) Proyectos 2 100 Imágenes de aprendizaje por proyecto 5.000 100 000 Predicciones/mes 10 000 Sin límite Etiquetas/proyecto 50 500 Iteraciones 20 20 Mínimo de imágenes marcadas por etiqueta; clasificación (es recomendable 50 o más) 5 5 Mínimo de imágenes marcadas por etiqueta; detección de objetos (es recomendable 50 o más) 15 15 Durante cuánto tiempo se almacenan las imágenes de predicción 30 días 30 días
  • 10. 10
  • 11. 11
  • 14. gracias Ricardo Josue Perez Altamirano josue12510@outlook.com @RicardoJosue04 https://www.youtube.com/c/RicardoJosue/ https://twitter.com/RicardoJosue04 https://www.linkedin.com/in/ricardojosue/
  • 15. CONTENTS OF THIS TEMPLATE FONTS To view this template correctly in PowerPoint, download and install the fonts we used USED AND ALTERNATIVE RESOURCES An assortment of graphic resources that are suitable for use in this presentation THANKS SLIDE You must keep it so that proper credits for our design are given COLORS All the colors used in this presentation ICONS AND INFOGRAPHIC RESOURCES These can be used in the template, and their size and color can be edited EDITABLE PRESENTATION THEME You can edit the master slides easily. For more info, click here You can delete this slide when you’re done editing the presentation For more info: SLIDESGO | BLOG | FAQs You can visit our sister projects: FREEPIK | FLATICON | STORYSET | WEPIK | VIDEVO
  • 16. 01 Jupiter is a gas giant and the biggest planet of them all. It's the fourth-brightest object in the night sky. It was named after the Roman god of the skies and lightning 02 Venus has a beautiful name and is the second planet from the Sun. It’s terribly hot and its atmosphere is poisonous. It’s the second-brightest natural object in the night sky 03 Saturn is a gas giant and has several rings. It's composed of hydrogen and helium. It was named after the Roman god of wealth and agriculture. It’s the sixth planet from the Sun TABLE OF CONTENTS JUPITER VENUS SATURN
  • 17. NAME OF THE SECTION 01 You can enter a subtitle here if you need it BUSINESS PLAN YEAR 2XXX
  • 18. THE SLIDE TITLE GOES HERE! Mercury is the closest planet to the Sun and the smallest one in the entire Solar System. This planet's name has nothing to do with the liquid metal, since Mercury was named after the Roman messenger god. Despite being closer to the Sun than Venus, its temperatures aren't as terribly hot as that planet's. Its surface is quite similar to that of Earth's Moon, which means there are a lot of craters and plains Speaking of craters, many of them were named after artists or authors who made significant contributions to their respective fields. Mercury takes a little more than 58 days to complete its rotation, so try to imagine how long days must be there! Since the temperatures are so extreme, albeit not as extreme as on Venus, and the solar radiation is so high, Mercury has been deemed to be non-habitable for humans
  • 19. —SOMEONE FAMOUS “This is a quote, words full of wisdom that someone important said and that can inspire the reader.”
  • 20. JUPITER AND MARS VENUS AND MERCURY Jupiter is a gas giant and the biggest planet in the Solar System. It's the fourth-brightest object in the night sky. It was named after the Roman god of the skies and lightning Despite being red, Mars is actually a cold place. It's full of iron oxide dust, which gives Mars its reddish cast Venus has a beautiful name and is the second planet from the Sun. It’s terribly hot, even hotter than Mercury, and its atmosphere is extremely poisonous. It’s the second-brightest natural object in the night sky after the Moon Mercury is the closest planet to the Sun and the smallest one of them all IF YOU NEED TWO COLUMNS
  • 21. ● Venus has a very beautiful name and is the second planet from the Sun. It’s terribly hot, even hotter than Mercury, and its atmosphere is extremely poisonous. It’s the second-brightest natural object in the night sky after the Moon ● Earth is the third planet from the Sun and the only one that harbors life in the Solar System. This is where we all live on ● Jupiter is a gas giant and the biggest planet in the Solar System. It's the fourth-brightest object in the night sky. It was named after the Roman god of the skies and lightning ● Mercury is the smallest planet in the Solar System. It was named after the Roman messenger god ● Despite being red, Mars is actually a cold place. It's full of iron oxide dust, which gives the planet its color YOU CAN USE BULLET POINTS
  • 22. INFOGRAPHICS ARE USEFUL Venus is the second planet from the Sun It’s the biggest planet in the Solar System Despite being red, Mars is a cold place Saturn is a gas giant and has several rings VENUS JUPITER MARS SATURN 1 2 3 4
  • 23. A PICTURE IS WORTH A THOUSAND WORDS
  • 24. Mercury is the closest planet to the Sun and the smallest of them all. This planet's name has nothing to do with the liquid metal, since Mercury was named after the Roman messenger god. Despite being closer to the Sun than Venus, its temperatures aren't as terribly hot as that planet's. Its surface is quite similar to that of Earth's Moon, which means there are a lot of craters and plains. Speaking of craters, many of them were named after artists or authors who made significant contributions to their respective fields. Mercury takes a little more than 58 days to complete its rotation, so try to imagine how long days must be there! Since the temperatures are so extreme, albeit not as extreme as in Venus, and the solar radiation is so high, Mercury has been deemed to be non-habitable for humans Mercury is the closest planet to the Sun and the smallest of them all. This planet's name has nothing to do with the liquid metal, since Mercury was named after the Roman messenger god. Despite being closer to the Sun than Venus, its temperatures aren't as terribly hot as that planet's. Its surface is quite similar to that of Earth's Moon, which means there are a lot of craters and plains. Speaking of craters, many of them were named after artists or authors who made significant contributions to their respective fields. Mercury takes a little more than 58 days to complete its rotation, so try to imagine how long days must be there! Since the temperatures are so extreme, albeit not as extreme as on Venus, and the solar radiation is so high, Mercury has been deemed to be non-habitable for humans LONG TEXT SLIDE
  • 25. YOU CAN USE THIS GRAPH Follow the link in the graph to modify its data and then paste the new one here. For more info, click here Venus is the second planet from the Sun Jupiter is the biggest planet of them all TEAM 1 TEAM 2 Despite being red, Mars is a cold place Saturn is a gas giant and has several rings TEAM 3 TEAM 4
  • 26. BUSINESS PLAN YEAR 2XXX Thank you Do you have any questions? youremail@freepik.com +91 620 421 838 yourwebsite.com Please keep this slide for attribution
  • 28. ALTERNATIVE RESOURCES Here’s an assortment of alternative resources whose style fits the one of this template: ● Blue gradient wavy background
  • 29. RESOURCES Did you like the resources on this template? Get them for free at our other websites: PHOTOS ● People taking part of business event ● Medium shot smiley women making business plan ● People taking part of business event VECTORS ● Gradient background with wavy shapes ● Silver gradient pack ICONS ● Icon Pack: Strategy and management | Lineal
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  • 32. This presentation has been made using the following fonts: Encode Sans Expanded (https://fonts.google.com/specimen/Encode+Sans+Expanded) Maven Pro (https://fonts.google.com/specimen/Maven+Pro) Fonts & colors used #191919 #ffffff #979797 #dddddd #868686 #d1d1d1
  • 33. Create your Story with our illustrated concepts. Choose the style you like the most, edit its colors, pick the background and layers you want to show and bring them to life with the animator panel! It will boost your presentation. Check out how it works. Storyset Pana Amico Bro Rafiki Cuate
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  • 37. JANUARY FEBRUARY MARCH APRIL PHASE 1 Task 1 Task 2 JANUARY FEBRUARY MARCH APRIL MAY JUNE PHASE 1 PHASE 2 Task 1 Task 2 Task 1 Task 2
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Editor's Notes

  • #6: Los identificadores de imágenes aplican etiquetas a las imágenes en función de sus características visuales. Cada etiqueta representa una clasificación u objeto. A diferencia del servicio Computer Vision, Custom Vision te permite especificar sus propias etiquetas y entrenar modelos personalizados para detectarlas. Puede usar Custom Vision a través de un SDK de biblioteca cliente, la API de REST o mediante el portal web de Custom Vision. Siga un inicio rápido para comenzar.
  • #7: Envía conjuntos de imágenes que tienen y no tienen las características visuales que busca. A continuación, etiqueta las imágenes con sus propias etiquetas personalizadas en el momento del envío. El algoritmo se entrena con esos datos y calcula su propia precisión probándose a sí mismo con esas mismas imágenes. Una vez que el modelo se haya entrenado, puede probarlo y volver a entrenarlo hasta que pueda usarlo en la aplicación de reconocimiento de imágenes para clasificar imágenes o detectar objetos. También puede exportar el modelo para su uso sin conexión.
  • #8: Envía conjuntos de imágenes que tienen y no tienen las características visuales que busca. A continuación, etiqueta las imágenes con sus propias etiquetas personalizadas en el momento del envío. El algoritmo se entrena con esos datos y calcula su propia precisión probándose a sí mismo con esas mismas imágenes. Una vez que el modelo se haya entrenado, puede probarlo y volver a entrenarlo hasta que pueda usarlo en la aplicación de reconocimiento de imágenes para clasificar imágenes o detectar objetos. También puede exportar el modelo para su uso sin conexión.
  • #10: Hay dos niveles de claves para el servicio Custom Vision. Puede registrarse para obtener una suscripción F0 (gratis) o S0 (estándar) a través de Azure Portal.
  • #13: https://www.customvision.ai/