The problem
Detecting TCP coils reliably in imagery is tedious and inconsistent when done manually.
What I built
A computer-vision pipeline using YOLOv8 and Python (with MATLAB for analysis) trained to detect TCP coils accurately and repeatably.
How it works
A research project where I trained YOLOv8 to detect TCP coils in imagery — Python for the detection pipeline, MATLAB for analysis — so spotting coils no longer means a person checking frames by hand.
Stack
- Machine Learning
- MATLAB
- Python
- YOLOv8
- Computer Vision