Demo on how to compute soccer ball possession automatically using AI.

PyTorch implementation of YOLOv5, YOLOv6, YOLOv7, YOLOv8, Sort, StrongSort, OcSort, ByteTrack, Norfair

Tracking-by-Detection形式のMOT(Multi Object Tracking)について、 DetectionとTrackingの処理を分離して寄せ集めたフレームワーク(Tracking-by-Detection method MOT(Multi Object Tracking) is a framework that separates the processing of Detection and Tracking.)

Automatic number plate detection system using deep learning

A lightweight script for performing Kalman filter based object tracking using MMDetection models.

ROS package for multi-object tracking using Norfair.

PPE masks detection and tracking😷

Traffic monitoring from webcam

Object Detection in video streaming from Youtube

A short Python script that detects and tracks objects from video and then outputs video slices with the detected objects

This project demonstrates a robust end-to-end pipeline for detecting and tracking road signs, even in extremely low-FPS, low-quality video footage, unlike conventional methods even when objects briefly disappear or move abruptly between frames.

A project using Yolo and Norfair to achieve tracking of individuals and information's extraction for a live interactive art installation.