Selected engineering work
Workout monitoring with YOLOv8
Published in portfolio:
A workout-monitoring demonstration exploring body tracking in exercise video with Ultralytics YOLOv8.
My contribution
Prototype developer
Built a workout-monitoring exploration using Ultralytics YOLOv8 for body tracking in video.
Project context
Uses the Ultralytics model ecosystem. The demonstration illustrates exercise tracking, without claiming validated coaching or fitness outcomes.
Watch the project
Workout monitoring with YOLOv8
Project recording · YouTube
Load the YouTube player here, then press play. If playback is unavailable, use the YouTube link.
Computer vision · Workflow
How it works
Observe
Use exercise video as input.
Track
Apply YOLOv8 to body tracking.
Visualise
Display tracking information alongside the workout.
Explore the work
The portfolio date records the public listing. It does not establish the project's development dates.
Project description and engineering work
This prototype explores body tracking during exercise using Ultralytics YOLOv8. The accompanying recording shows the workout-monitoring concept.
The project builds on existing computer-vision models. Its public description supports a tracking demonstration, rather than a measured claim about exercise correctness or coaching accuracy.