https://github.com/muratali016/yolov7-license-plate-recognition-program
https://github.com/muratali016/yolov7-license-plate-recognition-program
artificial-intelligence deep-learning machine-learning yolov7
Last synced: 7 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/muratali016/yolov7-license-plate-recognition-program
- Owner: muratali016
- License: apache-2.0
- Created: 2022-09-01T19:13:01.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2022-09-05T03:50:23.000Z (about 3 years ago)
- Last Synced: 2023-04-22T00:26:11.225Z (over 2 years ago)
- Topics: artificial-intelligence, deep-learning, machine-learning, yolov7
- Language: Jupyter Notebook
- Homepage:
- Size: 274 KB
- Stars: 34
- Watchers: 4
- Forks: 6
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
## 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