OUR INNOVATIVE SUSPENSION The front drive axle can rock left and HARDWARE right to adjust to different obstacles MCU 1 STM32F767ZI hihg-performance MCU running at 216MHz makes sure our robot adapts to the environment in real-time MOTORS OUR LEGACY DDSM210 brushless servo motors proppel out robot throughout the maze with astonishing accuracy 2 SERŠ TEAM has been building robots and competign with them since 2012. We are a group of students dedicated to DISTANCE SENSORS creating advanced robotics solutions and representing 3 ST’s VL53L3CX ToF distance sensors are more resiliant to strong ambient light, this 1 Slovenia at international competitions like RoboCup allows out robot to detect every wall clearly COLOR SENSOR TEAM MEMBERS 5 TCS34725 color sensor can measure color in under 3ms, alerting our robot in case of a black tile 4 Tadej Božičko IMAGE RECOGNITION 5 Team Lead | Hardware Engineer Tadej has been with SERŠ for three years, he designed A dedicated Raspberry PI 5 seperates the custom PCBs, the chassis and other hardware. He also image recognition pipeline from the rest of the logic, allowing for uninterrupted driving helped with the drivers for sensors and motors. Mark Ptičar CAMERAS Software Developer | Website Manager 6 Two Raspberry wide camera module 3, both running at 30 fps can see and detect a victim 6 3 Mark is a new member of the team. He manages our no matter where it is website and sponsors, to secure funding for our robot. In addition, he helped with the robot’s software. Luka Turinek 4 Machine Learning Engineer Luka is also a new member. He was respnonsible for the image recognition pipeline. He trained our 2 model from scratch using a custom dataset. OUR FOUNDATION Our software stack consists mainly of C++ SOME OF OUR ACHIEVEMENTS due to it’s performance and manual memory control, as well as python for image recognition. This allowed us to focus on optimizing the core 2013, World Cup in Eindhoven, 1st Place functions and use advance detection models for • 2015, World Cup in Hefei, 3rd Place (Cospace) victims. • 2018, World Cup in Montreal, Innovation award • 2022, European Cup in Guimarães, 1st Place (Cospace SuperTeam) • 2023, European Cup in Varaždin, 1st Place (Cospace Advanced) • 2023, European Cup in Varaždin, 1st Place (Rescue Simulation SuperTeam) OUR CORNERSTONE Our robot excels with its cutting-edge mapping and pathfinding! It uses time-of-flight distance and color sensors to scan the maze, stores the data in a 3D matrix, and applies Dijkstra’s algorithm to find the optimal path, assigning higher cost to blue tiles for smarter navigation.