Logging Detection Data from YOLO-NAS | Labels, Scores & Timestamps Captured!
In this step of my CCTV AI project, I added code to log all detected objects with their labels, confidence scores, and timestamps — right from the live webcam feed. 📹✅
It’s the bridge between just seeing objects and actually tracking them.
We’ve also created a database to store this data, and I’ll hook it up in the next video!
This is part of my ongoing effort to build an intelligent CCTV system using YOLO for detection and LLMs for interpreting what’s happening — all while learning in public and fumbling forward.
🧠 What’s Covered:
Real-time data logging during inference
Extracting labels, scores & time from YOLO-NAS
Preparing the database for future use
Code walkthrough with explanations
#yolonas #yolo #fumblingforward #objectdetection #webcamInference
#aicctv #loggingai#computervision #opencvpython #opencv
#pythonprojects #onnxruntime #edgeai #aibuilders
#learninginpublic #smartsurveillance #llm