X-Trace
“"X-Trace" pedestrian tracking system combines pedestrian detection and pedestrian tracking technology, and the overall performance of detection and Re-ID is excellent. The software has a complete architecture, beautiful interface, comprehensive functions, and friendly interaction. It can be widely used in intelligent video surveillance and intelligent security. And other fields。
Getting Started
These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.
Installation
- Clone this repo, and we'll call the directory that you cloned as ${X-Trace}
- Install dependencies. We use python 3.7 and CUDA10.2
conda create -n X-Trace
conda activate X-Trace
cd ${X-Trace}
pip install -r requirements.txt
Start
1.You can start the software quickly by running main.py
python main_pyqt.py
2.You can start detecting videos or images by running demo.py
python demo.py --video_path {your video_path} --threshold {threshold}
Authors
XiaXinyu and ZhangYuxuan
License
This project is licensed under the Apache Licence 2.0
Acknowledgments
A large part of the code is borrowed from ZQPei/deep_sort_pytorch and 寂寞你快进去/行人重识别：基于度量学习的行人重识别算法 . Thanks for their wonderful works.