May 2023 – Jul 2023 · 2 mos · Pune, Maharashtra, India · Remote

• Developed an advanced image segmentation and clustering algorithm using the U-net architecture for precise detection of inhabitation areas.
• Achieved an exceptional Intersection over Union (IOU) score of 79% to ensure accurate building detection through image segmentation.
• Implemented the DBSCAN algorithm, significantly enhancing the accuracy and efficiency of inhabitation area detection.
• Acquired valuable skills in image processing, machine learning, and data analysis, contributing to the successful completion of the project.