This week I worked on our plate recognition algorithm. I fine-tuned our OpenCV algorithm by cropping the image size and sliding window. However, the plate in PA may contain words other than license plate number. Those words will interfere our result, making our accuracy lower than expected. Next week I will continue to solve this problem. Hopefully, we are able to solve this probelm. Otherwise, we have to upload the images to AWS and do the plate recognition using ML-based algorithms.
Team C5: Smart Parking Lot with Monitoring and Automated Vehicle Guidance
Ke Xu, Grace Guo, Roger Zheng || Carnegie Mellon ECE Capstone, Spring 2022