SentriCam is an embedded AI vision system created for the SenseLab Space Informatics student team at the Technical University of Crete’s BattleBot competition. Running on ESP32-CAM with Edge Impulse, it detects and tracks enemy robots in real time, separating opponents from background for autonomous navigation and fast combat response. SentriCam is designed to be low-cost, low-power, and demonstrates practical edge ML for competitive robotics.