This repository contains reseach code associated with the following two papers:
- Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez. Scaling Video Analytics Systems to Large Camera Deployments. In: Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications (ACM HotMobile), 2019. pdf
- Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Paramvir Bahl, Joseph E. Gonzalez. Spatula: Efficient Cross-Camera Video Analytics on Large Camera Networks. In: ACM/IEEE Symposium on Edge Computing (ACM/IEEE SEC), 2020. pdf
This project is built on top of a person re-identification framework. Please see that project for up-to-date code and models.
This work was done at Microsoft Research and the University of California, Berkeley.