Azure Custom Vision

#Fix – Azure CustomVision Exported to Docker – ImportError: cannot import name ‘soft_unicode’ from ‘markupsafe’

Hi ! In the past days I found a weird error when I export a model created with CustomVision.ai to docker. The docker image build ok, however, I found this error when I try to run the container. ❯ docker run -p 8090:8090 squirrelscv Traceback (most recent call last): File “app.py”, line 7, in <module>…… Continue reading #Fix – Azure CustomVision Exported to Docker – ImportError: cannot import name ‘soft_unicode’ from ‘markupsafe’

#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀. Complete series

Hi ! I finished the series of posts on how to create a Custom Vision project and adapt the project to run as an Azure IoT Module. Here are the series of posts in tutorial mode: Create and export a Custom Vision Project as Docker imageAnalyze the content of the CV Docker imageCreate and analyze…… Continue reading #AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀. Complete series

#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 6/N

Hi ! Today’s post will be mostly focused on code. And on the main tasks Add a configuration property to the module to enable / disable the telemetry messagesEach time the Azure IoT Module process an image, it will trigger a telemetry with the information of the detected image The sample running show how for…… Continue reading #AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 6/N

#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 5/N

Hi ! Today’s post will be mostly focused on code. And on the main tasks I build my docker image using my Raspberry Pi, I explained this in this post [Build docker 🐳 images from Visual Studio Code remotely using a Raspberry Pi]I updated my module to use the port 8089. This update is on…… Continue reading #AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 5/N

#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 4/N

Hi ! Today’s post will be mostly focused on code. And on the main tasks Merge and create a new docker definition file.Merge Azure IoT project files with the exported Azure Custom Vision projectUpdate the main Python app to run as Azure IoT Module and also perform Computer Vision analysis. Azure IoT Module Docker Let’s…… Continue reading #AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 4/N

#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 3/N

Hi ! In my previous post I wrote about how to create an Azure Custom Vision project. And, once created how to export the project as a Docker image to be used in different platforms. I also analyzed the content of the exported Linux image. Today I´ll perform a similar analysis with an empty Azure…… Continue reading #AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 3/N

#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 2/N

Hi ! In my previous post I wrote about how to create an Azure Custom Vision project. And, once created how to export the project as a Docker image to be used in different platforms. So, let’s take a look at the content of the exported Linux image. The main docker content is described in…… Continue reading #AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 2/N

#AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 1/N

Hi ! I’m a big fan of Azure Custom Vision, and when I talk about Computer Vision I usually share an example on how to tag images from drawings. I had 3 types of drawings fishflowerhuman I build a model in Custom Vision and then I show my amazing drawing skills with something like this.…… Continue reading #AzureIoT – How to create an Azure IoT module from an Azure #CustomVision project 👀 1/N