El Bruno

Tag: WinML

#AI – Mis posts sobre CustomVision.ai, exportando y utilizando ONNX, Docker, en PC, RaspberryPi, MacOS y más !

Buenas ! Ahora que tengo una pausa entre eventos en Canada y USA, y ya he escrito varios posts al respecto, es el tiempo ideal para compilar y compartir los posts que he escrito sobre CustomVision.ai. Sobre como crear un proyecto de reconocimiento de objectos, como utilizar el mismo en modo web, invocando un HTTP — read more

Mar 14, 2019
#AI – My posts on CustomVision.ai, running on ONNX, Docker, on PC, RaspberryPi, MacOS and more !

Hi ! After the events in Canada and USA, and several posts, I think it’s time to make a recap of the posts I’ve wrote about CustomVision.ai and how I created a custom object recognition project. And later used this as a web HTTP Endpoint in a Console application. And also in Windows 10 with — read more

Mar 8, 2019
#Event – Materiales utilizados en la sesión [Getting Started with Machine Learning.Net & Windows Machine Learning] con el grupo de usuarios GLUG

Buenas! Es momento de otro post para compartir los materiales utilizados durante la sesión con el grupo de usuarios GLUGnet User Group for .NET, Web, Mobile, Database. Especial agradecimiento para Joe Kunk (@JoeKunk) y a los asistentes al webcast vía Google Hangouts. Por cierto, la sesión fue con los materiales actualizados a la version 0.10 — read more

Feb 26, 2019
#Event – Resources for the session [Getting Started with Machine Learning.Net & Windows Machine Learning] on the GLUG .Net User Group

Hi! Another post-event post, this time with a big thanks to Joe Kunk (@JoeKunk) and to all the members of the GLUGnet User Group for .NET, Web, Mobile, Database. We had an amazing time, via Google Hangouts in the session about Windows ML and Machine Learning.Net. As usual, now it’s time to share slides, code and — read more

Feb 25, 2019
#WinML – #CustomVision, reconocimiento de objectos utilizando Onnx en Windows10, calculando FPS

Buenas ! Hoy va un post rápido. Y es del tipo de ayuda mental, ya que siempre que tengo que mostrar información relacionada a proceso de frames por segundo, tengo que buscar en mis aplicaciones anteriores. En este caso agregare esta información al reconocimiento de imágenes con un modelo Onnx exportado desde Custom Vision. En — read more

Jan 29, 2019
#WinML – #CustomVision, object recognition using Onnx in Windows10, calculate FPS

Hi ! Quick post today. And it’s mostly as a brain reminder on the best way to perform a Frames Per Second calculation when we are analyzing images using a ONNX model. In the final UWP app, I added a top right label displaying the current date and time, and the processed FPS And the — read more

Jan 28, 2019
#Onnx – Reconocimiento de objetos con #CustomVision y ONNX desde aplicaciones Windows 10 con Windows ML, Frames de objetos detectados

Buenas ! Custom Vision nos permite crear modelos de reconocimiento de objetos. Una vez entrenados estos modelos, podemos analizar una imagen y el modelo nos ofrecerá como respuesta Una lista de objetos [Tags] detectados en cada imagen Para cada Tag tendremos también la probabilidad [score] asociado al mismo y una serie de valores numéricos con — read more

Jan 24, 2019
#Onnx – Object recognition with #CustomVision and ONNX in Windows applications using Windows ML, drawing frames

Hi ! Custom Vision Allows us to create models of Object recognition. Once these models are trained, we can analyze an image and the model will offer us as an answer A list of [Tags] objects detected in each image For each TAG we will also have the probability [score] associated with it and a — read more

Jan 23, 2019
#Onnx – Object recognition with #CustomVision and ONNX in Windows applications using Windows ML

Hi! One of the most interesting options that gives us Custom Vision, is the ability to export a model trained to be used on other platforms, without invoking Custom Vision own web service. The 4 options available that we have today are CoreML, iOS 11 TensorFlow, Android ONNX, Windows ML DockerFile, Azure IoT Edge, Azure — read more

Jan 22, 2019
#Onnx – Reconocimiento de objetos con #CustomVision y ONNX desde aplicaciones Windows 10 con Windows ML.

Buenas! Una de las opciones mas interesantes que nos brinda Custom Vision, es la capacidad de exportar un modelo entrenado para ser utilizado en otras plataformas, sin invocar el servicio web propio de Custom Vision. Las 4 opciones disponibles que tenemos hoy son CoreML, iOS 11 TensorFlow, Android ONNX, Windows ML DockerFile, Azure IoT Edge, — read more

Jan 22, 2019
#Event – Resources for the session [Getting Started with Machine Learning.Net & Windows Machine Learning] on the Tech Valley .NET UG @TUVG

Hi! Another post-event post, this time with a big thanks to Chris Miller (@anotherlab) and to all the members of the Tech Valley .NET User Group. We had an amazing time, via Skype in the session about Windows ML and Machine Learning.Net. As usual, now it’s time to share slides, code and more. Source Code GitHub — read more

Dec 19, 2018
#Event – Resources for the session [Getting Started with Machine Learning.Net & Windows Machine Learning] on the Mississauga .NET User Group

Hi! Another post-event post, this time with a big thanks to Obi (@ObiOberoi) and to all the members of the Mississauga .NET User Group. We had an amazing time a couple of days ago in the session about Windows ML and Machine Learning.Net. As usual, now it’s time to share slides, code and more. Source — read more

Nov 26, 2018
#Event – Materiales utilizados en la sesión [Getting Started with Machine Learning.Net & Windows Machine Learning] con el grupo de Mississauga .NET User Group

Buenas! Momento de agradecer al amigo Obi (@ObiOberoi) y a los miembros del grupo Mississauga .NET User Group por el apasionante rato que pasamos hace unos dias hablando de Windows ML y de Machine Learning.Net. Como es habitual, ahora es el momento de compartir slides y Source Code de los ejemplos comentados ayer. Muchas gracias — read more

Nov 26, 2018
#Onnx – Repositories for Onnx models in #Azure AI Gallery and #GitHub

Hi! In my Machine Learning and WinML sessions I always share some minutes talking about ONNX. One of the most common topics related to ONNX is where to find ONNX models online. Some kind of Market Place. I usually recommend 2 options In Azure AI Gallery, in the Models section https://gallery.azure.ai/models we can search trough — read more

Nov 21, 2018
#Event – Resources used on the [#ArtificialIntelligence and #MachineLearning in #Azure] event

Hi! Let me start with a big Thanks to my friends on [The Azure Group (Canada’s Azure User Community] for all the work and amazing time in my session [Artificial Intelligence and Machine Learning in Azure]. As usual, now it’s the share resources time. This one will be slides and tons of links, the source — read more

Nov 16, 2018
#Event – Materiales utilizados en la sesión [#ArtificialIntelligence and #MachineLearning in #Azure]

Buenas! Gracias a los amigos de [The Azure Group (Canada’s Azure User Community] por el excelente rato hace un par de días en la sesión [Artificial Intelligence and Machine Learning in Azure]. Como siempre, ahora es el momento de compartir las slides y materiales utilizados en la sesión Y esta vez en lugar de código, — read more

Nov 16, 2018
#WinML – Alternatives to #Yolo for object detection in #ONNX format

Hi! A few days ago I commented with some colleagues the example of using TinyYolo In a UWP Application. Now it is a very task, because we can use a ONNX model in an Windows 10 application. Note: The App can be an UWP app or a standard Win32 app, like, for example, the classic — read more

Nov 5, 2018
#WinML – Alternativas a #TinyYolo para reconocimiento de objetos en formato #ONNX

Buenas! Hace unos días comentaba con unos colegas el ejemplo de utilización de TinyYolo en una UWP. Ahora es muy simple poder utilizar un modelo de ML en formato ONNX y utilizarlo en una aplicación en Windows 10. Nota: la app puede ser UWP o una app Win32 estándar, como, por ejemplo, los clásicos Windows — read more

Nov 5, 2018
#Event – Getting Started with ML.NET and Windows Machine Learning, October 3rd in Toronto @metrotorontoug

Hi! It’s time to share some Machine Learning experiences and news , mostly for Net developers. This time is with my friends from Metro Toronto, on October the 3rd. Getting Started with ML.NET and Windows Machine Learning Machine Learning has moved out of the lab and into production systems. Understanding how to work with this — read more

Oct 1, 2018
#Event – Getting Started with ML.NET and Windows Machine Learning, proximo 3 de Octubre en Toronto @metrotorontoug

Buenas! Otro evento Machine Learning, especialmente orientado para .Net developers. Esta vez con los amigos de Metro Toronto, el proximo 3 de Octubre . Getting Started with ML.NET and Windows Machine Learning Machine Learning has moved out of the lab and into production systems. Understanding how to work with this technology is one of the — read more

Oct 1, 2018