Visual Assistant with GenAl
This is a comprehensive, hands-on Hack in a Day learning experience designed to help manufacturing and quality engineering professionals understand how AI can modernize visual inspection workflows.
- Intermediate
- 6 hours
- Cloud and AI Platform
One day, guided
A single facilitated day. Every challenge validates automatically, so the room self-paces and the leaderboard settles itself. No jury needed.
Bookable now · we reply within one business day
Solution play
Innovate with Azure AI Apps and Agents
Overview
The lab guides participants through an end-to-end, production-style solution that detects surface defects from manufacturing images, classifies defect severity, and generates natural-language inspection commentary. Participants work with real-world defect scenarios such as crazing, patches, and scratches, using computer vision models to identify and score defects with confidence-based predictions.
What participants work through
- Combining computer vision with generative AI for insights and recommendations
- Pre-processing images/frames and detecting anomalies or defects
- Using retrieval and prompting pipelines to generate natural-language commentary
- Building dashboards showing visual input, detected issues, and next steps
- Addressing challenges: lighting, camera calibration, false positives, AI hallucination, human-in-loop review
- Deploying lightweight prototypes on Azure and managing resource cleanup
Technology stack
Azure AI VisionAzure StorageRun this with your teams
Environments, coaching, judging and reporting, all handled.