Ready-to-use Google Colab file: https://colab.research.google.com/drive/1_8Ic31j422YjWGMxzDx0SRIINVQkYad5?usp=sharing

Yolov7-License-Plate-Recognition-Program

• License plate part "detect_plate.py"

https://user-images.githubusercontent.com/77502485/188004361-9a26744d-f553-4336-be2f-947a433ee558.mp4

• Line crossing cars counter part "detect_cross.py"

https://user-images.githubusercontent.com/77502485/188014954-5e923e3b-c22f-408a-8163-3695cecd0176.mp4

Features

• Count license plates or cars if they cross the line on the screen and take shots of their plates and send them to the database
• On the database, license plates get applied super-resolution process for better vision
• Code can run on Both (CPU & GPU)

Steps to run Code

• Download the project files by link: https://drive.google.com/drive/folders/1i2m9rY8wdYdGmz3jo65C1zOcR2O-trln?usp=sharing
• make sure the project files are referenced correctly in colab notebook ( %cd /content/drive/MyDrive/yolo_Car/yolov7 parts): https://colab.research.google.com/drive/1_8Ic31j422YjWGMxzDx0SRIINVQkYad5?usp=sharing
• You are good to go!

Using License plate recognition

 %cd /content/drive/MyDrive/yolo_Car/yolov7
!python detect_plate.py --weights /content/drive/MyDrive/yolo_Car/plate/weights/best.pt --conf 0.1 --source /content/drive/MyDrive/yolo_Car/Plate.mp4 --video_frame 10

Using line crossing car counter plate

%cd /content/drive/MyDrive/yolo_Car/yolov7
!python detect_cross.py --weights "yolov7.pt" --conf 0.1 --source /content/drive/MyDrive/yolo_Car/traf.mp4 --video_frame 2

References

• https://github.com/WongKinYiu/yolov7
• https://github.com/xinntao/Real-ESRGAN