student robotics - TVG Report

Student robotics vision test scene with camera, target panels and adjustable lights

Robot Vision Lighting Checklist for Student Teams: Fix the Scene Before Tuning Code

July 27, 2026 - by TVG Editorial Team - 1 Comment

Student robot vision failures often come from lighting, exposure, glare, target contrast and camera mounting. This checklist helps teams debug the scene before rewriting code.

Student robotics workbench with PoE switch, Ethernet cables and fixed camera

Robotics & AI / STEM Lab

PoE Camera Runs Can Make Student Robot Labs Easier to Debug

July 25, 2026 - by TVG Editorial Team - Leave a Comment

Power over Ethernet can simplify fixed cameras, timing views and lab monitoring for student robots — if teams plan cable length, switch power budget and labels before competition week.

Student robotics lab debugging scene: small wheeled robot on test mat, external SSD, unbranded laptop off to side with blank screen, Ethernet cable an

Robotics & AI

ROS 2 Bag Recording Checklist for Student Robot Teams

July 23, 2026 - by TVG Editorial Team - Leave a Comment

ROS 2 bag files can turn robot failures into repeatable debugging sessions, but only if teams choose topics, timestamps, QoS settings and storage before the run.

Student robotics workbench with aluminum chassis, controller, sensors, notebooks, and field tiles prepared for the 2026–2027 RECF season

STEM Lab

RECF Robotics Gives 2026–2027 Teams a Continuity Test, Not a Reset

June 12, 2026 - by TVG Editorial Team - Leave a Comment

RECF Robotics keeps teams’ existing robots, parts, and practice investment usable for 2026–2027. The engineering story is less about a new brand and more about continuity, documentation, and maintainable student systems.