El Bruno

Tag: Custom Vision

#Event – Materials and Resources used during my #CustomVision and #AI session at #CDC2019

Hi! Drafting these in the airplane, and also drafting a bigger post about the full and amazing experience at the Caribbean Developer Conference. So, I’ll start with the usual slides and materials, and also use this post later as reference for the full experience Slides Code https://github.com/elbruno/events/tree/master/2019%2010%2004%20CDC Links Custom Vision, https://www.customvision.ai/ Kaggle, https://www.kaggle.com/ State Farm — read more

Oct 9, 2019
#Event – I’ll be at the Caribbean Developer Conference on October ! #CDC2019

Hi ! Wow, I’ll completely amazed because I’ll have the chance to share some Machine Learning, Custom Vision and other experiences in the Caribbean Developer Conference in October. Caribbean Developer Conference This event is great and as usual, the list of speakers is AMAZING! I’ll share more details later, and in the meantime, if you — read more

Jul 29, 2019
#Event – Resources for the sessions about #DeepLearning and #CustomVision at the @ChicagoCodeCamp

Hi! Another post-event post, this time with a big thanks to the team behind one of the most amazing event I’ve been this year: Chicago CodeCamp. I had the chance to meet a lot of amazing people, to learn a lot during the sessions and also to visit the great city of Chicago. As usual, — read more

May 13, 2019
#AI – Exporting #CustomVision projects to #docker for #RaspberryPi, the extra 2 steps

Hi ! I wrote several posts on how to create a image analysis solution using CustomVision.ai and how to export and use the project in a Raspberry Pi with Docker. In my posts, I created a custom docker file for RPI using as a base the Linux one, from CustomVision.ai. There is a new feature — read more

May 8, 2019
#Event – See you @ChicagoCodeCamp on May 11, 2019 for some Deep Learning and Custom Vision experiences

Hi ! I’m very lucky to be at the next Chicago CodeCamp with another session around Custom Vision: How a PoC at home can scale to Enterprise Level using Custom Vision APIs It all started with a DIY project to use Computer Vision for security cameras at home. A custom Machine Learning model is the — read more

May 3, 2019
#Event – Materiales utilizados durante #GlobalAINight con los amigos de @metrotorontoUG

Buenas ! Después de una noche genial con los amigos de Metro Toronto UG, llega el momento de compartir los materiales que utilice durante la sesión. La idea inicial era hablar un poco de Azure Notebooks, y de alguna manera terminamos hablando también de Cognitive Services y Custom Vision, fue genial! Para comenzar, los — read more

Apr 4, 2019
#Event – Resources used during the #GlobalAINight @metrotorontoUG

Hi ! After an amazing event with my friends from Metro Toronto UG, it’s time to share some resources. It was initially supposed to be focused only on Azure Notebooks, but somehow we spend a lot of time talking about Cognitive Services and Custom Vision, that was great! Let’s start with the 15 min — read more

Apr 3, 2019
#AI – Los proyectos de CustomVision.ai se pueden exportar para ser utilizados con el Vision AI Developer Kit

Buenas ! Estaba planeando escribir un par de posts sobre las características de Inteligencia Artificial en la suite de Microsoft, cuando comprobé esta característica disponible en CustomVision.ai. El año pasado, Microsoft lanzó un programa llamado [Vision AI Developer Kit for IoT Solution Makers] Integrado con Azure IoT Edge y trabajando con el servicio de aprendizaje — read more

Apr 2, 2019
#AI – CustomVision.ai project now can export directly toVision AI Developer Kit

Hi ! I was planning to write a couple of posts about Artificial Intelligence features in the Microsoft Suite, when I checked this feature available in CustomVision.ai. Last year, Microsoft released a program named [Vision AI Developer Kit for IoT Solution Makers] Integrated with Azure IoT Edge and working with the Microsoft Azure Machine Learning — read more

Apr 1, 2019
#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
#CustomVision – Es el momento de mover los proyectos de Custom Vision a #Azure!

Buenas ! Durante las ultimas semanas he escrito mucho sobre Custom Vision, ejemplos sobre como exportar modelos a formato ONNX o a imágenes para Docker; y luego utilizar estos modelos en apps de Consola, o en UWP Apps, inclusive con Docker en una Raspberry Pi. A este post lo tengo en borrador desde hace un — read more

Mar 13, 2019
#CustomVision – It’s time to move your Custom Vision projects to #Azure!

Hi ! I’ve been writing a lot about Custom Vision, and how use and export CV models to ONNX or docker images to be used later in different types of scenarios. I got this post in draft mode, so it’s time to publish it. If you are using CustomVision.ai, you probably notice the warning message — read more

Mar 12, 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
#Docker – Tiempos de respuesta promedio utilizando #CustomVision.ai en un contenedor con Docker en #RaspberryPi u en PC

Buenas ! Alguien me pregunto por la performance de un proyecto de customvision.ai ejecutándose en una Raspberry Pi, y se me ocurrió que la mejor forma de explicarlo es mostrar las diferencias de tiempos de respuesta del mismo contenedor en Docker en PC y en una Raspberry Pi. La PC donde haré la prueba tiene — read more

Mar 6, 2019
#Docker – Average response times using a CustomVision.ai docker container in a #RaspberryPi and a PC

Hi ! I was testing the performance of the same customvision.ai exported project, running in a docker container in standard PC and a Raspberry Pi. And, I’m really surprised and happy about the RPI times. Let’s start with the times for a container running in a PC with the following specs Note: I know this — read more

Mar 5, 2019
#Event – Resources used on my session at the largest Canada makeathon: @MakeUofT [How a PoC at home can scale to Enterprise Level using #CustomVision APIs]

Hi ! What an amazing time at the Canadian Largest Makeathon: MakeUofT (https://ieee.utoronto.ca/makeuoft/). The event, people and ideas are great. And now it’s time to share some of the materials used during my session How a PoC at home can scale to Enterprise Level using Custom Vision APIs It all started with a DIY project — read more

Feb 19, 2019
#Docker – Sobre puertos, IPs y mas para acceder a un container alojado en #RaspberryPi

Buenas ! Mi proyecto de CustomVision.ai esta compilado y ejecutándose en Docker en Raspberry Pi 3. Ahora llega el momento de utilizar el mismo desde aplicaciones en otros dispositivos, y para este caso, todos en la misma red. Cuando ejecute mi imagen, utilice parámetros para definir la IP y los mapeos de los puertos de — read more

Feb 15, 2019
#Docker – About ports, IPs and more to access a container hosted in a #RaspberryPi

Hi ! So, my CustomVision.ai image is build and running in a container in my Raspberry Pi 3. It’s time to see if I can use it from other devices in the same network. When I run my image I defined IP and Port, but if you want to know these information, the following command — read more

Feb 14, 2019
#Docker – Container muere inmediatamente después de ser iniciado en #RaspberryPi. Obviamente, era un problema de dependencias de #TensorFlow

Buenas ! La creación de imágenes en Docker es un proceso divertido. Cuando cree la imagen de CustomVision.ai para ser ejecutada en Docker en Raspberry Pi, me encontré con unos errores interesantes, así que aprovechare este post para escribir sobre los mismos. La compilación de cada imagen suele tardar alrededor de unos 15 minutos. Ver — read more

Feb 14, 2019
#Docker – Container dies immediately upon successful start in a #RaspberryPi. Of course, it’s all about #TensorFlow dependencies

Hi ! Creating Docker images is a fun process. When I created the CustomVision.ai custom image to be executed in my Raspberry Pi, I faced a couple of errors, so now it’s time to save / share some lessons learned. One of the most frustrating steps was after my 15 min wait time to build — read more

Feb 13, 2019