Azure Computer Vision in a day workshop

In this technical workshop, you will receive a thorough introduction to Azure Computer Vision and Azure Vision Studio. You will be taught how to utilize the new capabilities of Azure Computer Vision 4 to analyze images, including its multimodal features (Florence). Moreover, you will be able to investigate pre-existing solution accelerators and best practices for prototyping and deploying end-to-end use cases. Finally, the workshop will conclude with a Q&A session and a wrap-up.

Note: Some features are currently in preview, and the API may change in the future.

https://learn.microsoft.com/en-us/azure/cognitive-services/computer-vision/

1. Workshop agenda

🌅 Morning (9:00 – 12:00)

Focus: Introduction and images processing with Azure Computer Vision

📣 Azure Computer Vision presentation (30 min)
📣 Azure Azure Vision Studio (30 min)
📣 Intro Workshop (15 min)
🧑🏼‍💻 Azure Computer Vision setup (15 min)
🧑🏼‍💻 Image Analysis using Azure Computer Vision (15 min)
☕Pause (20 min)
🧑🏼‍💻 Dense captioning of images (15 min)
🧑🏼‍💻 Background removal with Azure Computer Vision (15 min)
🧑🏼‍💻 Gradio webapp example using the background removal from Azure Computer Vision (10 min)
🧑🏼‍💻 Image retrieval with Azure Computer Vision (images et text vectors embeddings) (15 min)

🌆 Afternoon (14:00 – 16:00)

Focus: Visual search usecase with Azure Computer Vision

📣 Recap (20 min)
🧑🏼‍💻 Fashion visual search - Images analysis (20 min)
🧑🏼‍💻 Fashion visual search - Images embeddings (20 min)
🧑🏼‍💻 Fashion visual search - Search using an image or a prompt (15 min)
🧑🏼‍💻 Fashion visual search - Images Clustering (15 min)
❓Conclusion and QnA session (30 min)

Legend: 📣 Presentation, 🧑🏼‍💻 Hands-on lab