Introduction
About Lab
Welcome to DSPL @ Ewha!
💻 Welcome to DSPL!
👩🏻💻Transforming Manufacturing with Machine Vision and Deep Learning
At DSPL, we are dedicated to revolutionizing the manufacturing industry through the power of machine vision and advanced deep learning techniques. Leveraging state-of-the-art deep learning architectures such as Siamese networks and segmentation networks, we have successfully developed automatic inspection systems for critical manufacturing components like wafers, photomasks, and PCBs. Our innovative approach to anomaly detection enables us to create deep learning models that rely solely on normal data during training, ensuring robust and efficient solutions even in scenarios with limited defect data. With a focus on precision and reliability, we are reshaping the manufacturing landscape for increased productivity and quality.
📡 Empowering Smart Sensing with Radar Technology and Machine Learning
Beyond manufacturing, DSPL is developing smart radar technology for enhanced sensing applications. Our research endeavors span from monitoring the presence of people and bio signals to tracking movements of targets and radar imaging. Our team is actively engaged in developing statistical signal processing methods that unlock valuable insights from radar data, complemented by machine learning techniques for a more intelligent and connected world.
With an unwavering commitment to innovation,
DSPL is driving advancements in smart manufacturing and sensing, transforming industries and ushering in a new era of technological possibilities.
DSPL, advised by Professor Jeongtae Kim.