AI Workbench · Level 5 of 15
Vision inspection on the conveyor
Level 5 of 15 in the AI Workbench: a free AI exercise at Intermediate level, which takes about 25 minutes. Set the camera's region, darkness threshold and blob size to catch scratched and dented parts without scrapping good ones.
Free · no download · about 25 minutes. Your work is saved on this device. Updated 18 Oct 2026.
The brief
- Client
- Corvid Components (fictional, hosted by OFORO)
- Site
- Line 2 inspection camera
- Work order
- OFR-WO-105
- Data set
- Inspection images
- Task code
- AIW-05
- Difficulty
- Intermediate
- Type of work
- Vision
Set the camera's region, darkness threshold and blob size to catch scratched and dented parts without scrapping good ones.
Skills you practise
- Region of interest
- Thresholding
- Blob detection
- False reject and false accept
What the test checks
The acceptance test marks the skills this level practises.
- Region of interest
- Thresholding
- Blob detection
- False reject and false accept
In this lab
- Train models in your browser
- Vision inspection, prompts, RAG and safe agents
- Check the AI's work before you trust it
Levels in the AI Workbench
Previous: Overfitting: tune the treeNext: Prompt to spec
- Data health check
- Train and evaluate without leakage
- Choose the metric and the threshold
- Overfitting: tune the tree
- Vision inspection on the conveyor
- Prompt to spec
- Answers with sources
- A safe agent
- Fairness check
- Privacy first
- Check the AI's work: finance
- Check the AI's work: HR
- Check the AI's work: marketing
- Check the AI's work: healthcare
- Check the AI's work: project management
Part of the AI Workbench
Prepare data, train a model and check the AI's work against a brief.
Feeds these internships: AI and Machine Learning, Data Science and Analytics, Generative AI and Prompt Engineering, AI Agents and Automation, Computer Vision, AI for Finance and Accounting, AI for HR and Recruitment, AI for Digital Marketing and Content, AI in Healthcare and Pharma, AI for Project Management.