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// Personal project
YOLOVision
I built a real-time computer vision tool that detects and labels objects live, directly from a camera feed.
Tech Stack
PythonYOLO (Ultralytics)OpenCVReal-Time Object Detection
How it works
Chose the model specifically for what live video demands.
- Used a YOLO model from Ultralytics chosen specifically for its balance of speed and accuracy on continuous video streams.
- Built the detection and labeling to run live, directly from a camera feed, not on pre-recorded footage.
Why I built it
Plenty of object detection demos work fine on a single static image but fall apart when asked to keep up with a live, continuous video feed in real time.
How I approached it
I picked a YOLO model specifically for its speed/accuracy tradeoff on live video, then built the detection and labeling pipeline to run directly against a camera feed in real time.
