GitHub

Flask Multi-Camera Streaming With YOLO v4 and Deep SORT

A Flask app for multiple live video streaming over a network with object detection, tracking (optional), and counting. Uses YOLO v4 with Tensorflow backend as the object detection model and Deep SORT ...
GitHub

Multi-Object Tracking and Classification Dashboard

A real-time web-based dashboard for multi-object tracking and classification using YOLOv8 for object detection and SORT (Simple Online and Realtime Tracking) for tracking.
EurekAlert!

Scientists adopt deep learning for multi-object tracking

Computer vision has progressed much over the past decade and made its way into all sorts of relevant applications, both in academia and in our daily lives. There are, however, some tasks in this field ...
IEEE

Enhancing SORT for Multi-Object Tracking with Kalman Filter and Spatio-Temporal Consistency Constraints

Abstract: Multi-object tracking (MOT) plays a pivotal role in the field of autonomous driving, where the objective is to track multiple objects across consecutive video frames while maintaining their ...
IEEE

A Moving Object Detection and Tracking Framework Based on YOLOv8 Model and Improved OC-SORT Algorithm in Complex Marine Environment

Abstract: Moving target detection and tracking is an important application field of Marine detection, which can provide important support for maritime safety and monitoring maritime search and rescue, ...