The document presents the INCEPT algorithm for intra coding unit (CU) depth prediction in HEVC video encoding. INCEPT uses features like texture energy and neighboring CU statistics to predict the minimum and maximum depth for each CU. It achieved an average encoding time savings of 23.34% over benchmark algorithms with only a 1.28% increase in bitrate. The algorithm works well across different video types and quality levels. Future work could reduce PU mode decision time and extend the approach to the VVC standard.