Researcher
Current• Developed road surface deterioration prediction model utilizing deep learning and over 60,000 high-res images • Utilized machine learning libraries like PyTorch and TensorFlow to optimize model accuracy • Performed data preprocessing, annotation, and augmentation for improved image instance detection