Skip to content
Anish Shirodkar

Computer vision

VTrack

Real-time traffic analytics: detecting vehicles, tracking them across frames, and estimating speed from the resulting tracks.

GitHubLive demo
Frame from the project's own output. A frame of real traffic footage annotated by VTrack: detection boxes around cars, trucks and motorcycles, each labelled with a track id and an estimated speed, with running vehicle counts in the corner.

What it does

  • Multi-object detection with YOLOv8, with identities maintained across frames by ByteTrack.
  • Speed estimation derived from tracked vehicle trajectories.
  • Built for real-time analysis of traffic video.

Built with

  • YOLOv8
  • ByteTrack
  • OpenCV
  • Ultralytics
  • JavaScript

← All projects