This is my final project. Using yolov7 to detect car,motorbike and licence plate and utilizing easyocr to read text.
Package Version
certifi 2022.12.7 charset-normalizer 3.0.1 colorama 0.4.6 contourpy 1.0.7 cycler 0.11.0 easyocr 1.6.2 fonttools 4.38.0 idna 3.4 imageio 2.25.0 kiwisolver 1.4.4 matplotlib 3.6.3 networkx 3.0 ninja 1.11.1 numpy 1.24.1 opencv-python 4.7.0.68 packaging 23.0 pandas 1.5.3 Pillow 9.4.0 pip 23.0 pyclipper 1.3.0.post4 pyparsing 3.0.9 python-bidi 0.4.2 python-dateutil 2.8.2 pytz 2022.7.1 PyWavelets 1.4.1 PyYAML 6.0 requests 2.28.2 scikit-image 0.19.3 scipy 1.10.0 seaborn 0.12.2 shapely 2.0.1 six 1.16.0 thop 0.1.1.post2209072238 tifffile 2023.1.23.1 torch 1.13.1 torchvision 0.14.1 tqdm 4.64.1 typing_extensions 4.4.0 urllib3 1.26.14
model URL: https://drive.google.com/file/d/1S3qSOv5QrIVMFwnhFPr8AFz5B1nv8Q5M/view?usp=share_link
download model and move it into: runs/train/exp/weights/
run with webcame: cd to project and run python .\detect.py --source 0