Real time Object detection and tracking with YOLO-NAS and OC-SORT
In this tutorial we will learn how to integrate YOLO-NAS with OC-SORT to simulate real time visual object detection and tracking. We will learn how to speed up YOLO-NAS inference for single frame detection by leveraging the super-gradients API pipeline for prediction. We will also see how OC-SORT can replace SORT with just a single line of code.
notebook: https://github.com/itberrios/CV_track...
YOLO-NAS: https://github.com/Deci-AI/super-grad...
OC-SORT paper: https://arxiv.org/pdf/2203.14360.pdf
OC-SORT article: / introduction-to-ocsort