Chandan Dutta Email and Phone Number

Implemented image preprocessing techniques such as grayscale conversion, noise reduction, and edge detection to enhance the clarity of number plates.Utilized Optical Character Recognition (OCR) libraries to extract alphanumeric characters from the processed images.Integrated the model into a user-friendly interface for real- time number plate recognition and display.Conducted performance evaluation by comparing the system's output with actual number plate data to measure accuracy and efficiency.Developed a Python-based machine learning model to accurately identify and recognize vehicle number plates from images.