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: 3 months 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 (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-08-31T06:14:12.000Z (over 1 year ago)
• Last Synced: 2024-08-02T01:23:29.506Z (7 months ago)
• Topics: anpr, licence, license-plate-recognition, opencv, pytorch, yolo, yolov8, yolov8-deepsort
• Language: Python
• Homepage:
• Size: 6.34 MB
• Stars: 206
• Watchers: 6
• Forks: 63
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md

Awesome Lists containing this project

• awesome-yolo-object-detection - MuhammadMoinFaisal/Automatic_Number_Plate_Detection_Recognition_YOLOv8
• 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))