Vision Systems: Practical Computer Vision Projects
Vision Systems: Practical Computer Vision Projects Vision systems turn images into useful information. From phone cameras to factory sensors, they automate tasks, improve safety, and save time. This article shares practical projects that teach core ideas without heavy theory. Each idea includes a simple goal, suggested tools, and a workflow you can try this week. Practical project ideas Real‑time object detection with a pre‑trained model: run a small detector on a laptop or a single board computer. Goal: identify common items in a room and draw boxes in live video. Tools: OpenCV, Python, and a model like YOLO or MobileNet. This approach builds intuition for inference speed, confidence, and non‑max suppression. ...