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https://github.com/MuhammadMoinFaisal/Automatic_Number_Plate_Detection_Recognition_YOLOv8

Automatic Number Plate Detection YOLOv8
https://github.com/MuhammadMoinFaisal/Automatic_Number_Plate_Detection_Recognition_YOLOv8

anpr licence license-plate-recognition opencv pytorch yolo yolov8 yolov8-deepsort

Last synced: 12 days ago
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Automatic Number Plate Detection YOLOv8

Host: GitHub
URL: https://github.com/MuhammadMoinFaisal/Automatic_Number_Plate_Detection_Recognition_YOLOv8
Owner: MuhammadMoinFaisal
Created: 2023-02-04T15:59:19.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2023-08-31T06:14:12.000Z (10 months ago)
Last Synced: 2024-02-29T10:31:14.837Z (4 months ago)
Topics: anpr, licence, license-plate-recognition, opencv, pytorch, yolo, yolov8, yolov8-deepsort
Language: Python
Homepage:
Size: 6.34 MB
Stars: 174
Watchers: 6
Forks: 54
Open Issues: 4
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md

Lists

awesome-yolo-object-detection - MuhammadMoinFaisal/Automatic_Number_Plate_Detection_Recognition_YOLOv8

README

        
Automatic Number Plate Detection and Recognition using YOLOv8


## Steps to run Code

- Clone the repository

```

git clone https://github.com/MuhammadMoinFaisal/Automatic_Number_Plate_Detection_Recognition_YOLOv8.git

```

- Goto the cloned folder.

```

cd Automatic_Number_Plate_Detection_Recognition_YOLOv8

```

- Install the dependecies

```

pip install -e '.[dev]'

```

- Setting the Directory.

```

cd ultralytics/yolo/v8/detect

```

- Downloading a Weights from the Google Drive

```

gdown "https://drive.google.com/uc?id=1dIyJooVaowaNUj0R1Q-HUnu-utiGsEj8&confirm=t"

```

- Downloading a Sample Video from the Google Drive

```

gdown "https://drive.google.com/uc?id=1P-oVR0J35Dw40lzw47sE19oADSW-tyb1&confirm=t"

```

- Run the code with mentioned command below (For Licence Plate Detection).

```

python predict.py model='best.pt' source='demo.mp4'

```

- For Licence Plate Detection and Recognition

- Download the Updated predict.py file from the drive

```

gdown "https://drive.google.com/uc?id=1S6GkQcDq8W0ThaUeZ708UegHIRiVWzTo&confirm=t"

```

- Run the code with mentioned command below (For Licence Plate Detection and Recognition).

```

python predict.py model='best.pt' source='demo.mp4'

```

### RESULTS

#### Licence Plate  Detection and Recognition  

![](./ultralytics/figure1.png)

#### Licence Plate  Detection and Recognition

![](./ultralytics/figure3.png)

### Watch the Complete Step by Step Explanation

- Video Tutorial Link  [`YouTube Link`](https://www.youtube.com/watch?v=lkAJBSmIL50&t=5s)

[![Watch the Complete Tutorial for the Step by Step Explanation](https://img.youtube.com/vi/lkAJBSmIL50/0.jpg)]([https://www.youtube.com/watch?v=StTqXEQ2l-Y](https://www.youtube.com/watch?v=lkAJBSmIL50))