https://github.com/bayunova28/vehicle_counting_recognition
This repository contains about my personal project to build vehicle counting detection
https://github.com/bayunova28/vehicle_counting_recognition
opencv python
Last synced: about 2 months ago
JSON representation
This repository contains about my personal project to build vehicle counting detection
- Host: GitHub
- URL: https://github.com/bayunova28/vehicle_counting_recognition
- Owner: Bayunova28
- Created: 2021-12-23T18:50:59.000Z (almost 4 years ago)
- Default Branch: master
- Last Pushed: 2022-05-06T12:12:23.000Z (over 3 years ago)
- Last Synced: 2025-05-31T18:36:58.715Z (4 months ago)
- Topics: opencv, python
- Language: Python
- Homepage:
- Size: 25.7 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Vehicle Counting Recognition
Vehicle detection and statistics in highway monitoring video scenes are of considerable significance to intelligent traffic management and control of the highway. With the
popular installation of traffic surveillance cameras, a vast database of traffic video footage has been obtained for analysis. Generally, at a high viewing angle,
a more-distant road surface can be considered. The object size of the vehicle changes greatly at this viewing angle, and the detection accuracy of a small object far away from
the road is low. In the face of complex camera scenes, it is essential to effectively solve the above problems and further apply them. In this article, we focus on the above
issues to propose a viable solution, and we apply the vehicle detection results to multi-object tracking and vehicle counting.
## Additional Files
- [Traffic.mp4](https://github.com/Bayunova28/Vehicle_Counting_Detection/raw/master/Traffic.mp4)
## Install Package
Make sure you have numpy and opencv installed. If not install them using pip
```python
pip install opencv-python
pip install numpy
```
## References
- [Vehicle Counting and Detection](ijitee.org/wp-content/uploads/papers/v9i8/H6696069820.pdf)
- [Real-Time Vehicle Type Detection and Counting from Road Camera Video](http://ceur-ws.org/Vol-2795/short3.pdf)
- [Automatic Vehicle Counting System for Traffic Monitoring](https://oatao.univ-toulouse.fr/16983/1/crouzil_16983.pdf)