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https://github.com/mokira3d48/yoco
You Only Count Once (YOCO) is an algorithm for counting the number of vehicles in road traffic. It is based on the YOLO model.
https://github.com/mokira3d48/yoco
computer-vision object-detection object-tracking opencv yolo yolov8
Last synced: 20 days ago
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You Only Count Once (YOCO) is an algorithm for counting the number of vehicles in road traffic. It is based on the YOLO model.
- Host: GitHub
- URL: https://github.com/mokira3d48/yoco
- Owner: mokira3d48
- Created: 2024-03-23T22:57:47.000Z (8 months ago)
- Default Branch: master
- Last Pushed: 2024-03-23T23:40:34.000Z (8 months ago)
- Last Synced: 2024-10-08T13:07:26.393Z (about 1 month ago)
- Topics: computer-vision, object-detection, object-tracking, opencv, yolo, yolov8
- Language: Python
- Homepage:
- Size: 5.86 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# You Only Count Once (YOCO)
## YOLOv8 model
```sh
wget -c https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8s.pt
```
## Requirements
| package name | version |
|------------------------|----------|
| numpy | 1.26.2 |
| pandas | 2.2.1 |
| opencv-contrib-python | 4.8.1.78 |
| ultralytics | 8.0.229 |
| opencv-contrib-python | 4.8.1.78 |
Execute the following command to install requirements:
```sh
make install
```
## Run
To run the program, execute the main script using a video file.
```sh
python main.py ./path/to/video.mp4
```