[FEAT]: Try out Custom Vision (part of Azure Cognitive Services)

[gmacario]

Description

Use the free Azure credits we were awarded as finalists to the OpenCV Spatial AI Competition and try Azure Custom Vision Service (part of Azure Cognitive Services) to understand

• what it does
• which advantages (if any) it may bring wrt the current workflow we documented in https://arneis.readthedocs.io/en/latest/howto/howto-train-deploy-NN.html

Additional Information

Sergio Velmay uses Azure Custom Vision for its Computer Vision Poka-yoke project

[gmacario]

Just came across this three-part blog post on https://www.codeproject.com/:

1. Training a Custom Object Detection Model on Azure Custom Vision Part 1: Gathering Data and Training the Model
2. Training a Custom Object Detection Model on Azure Custom Vision Part 2: Testing the Model
3. Training a Custom Object Detection Model on Azure Custom Vision Part 3: Deploying and Running the Model