PingpongRobot · Perceive · Predict · Return

Focused on machine vision and high-speed motion control

The team brings together software, electronics, robotics, machine vision, real-time systems and servo-control engineering, with continuous product iterations since 2023.

Zhengmai PingpongRobot

PingpongRobot

Zhengmai PingpongRobot is an embodied-AI table tennis and sports robotics platform for research, education, science engagement and immersive entertainment.

2023 → 2026

2023

First-generation XY fixed-height return mechanism completed.

2024

Second-generation XYZ system completed and applied to demonstration projects.

2025

Third-generation linear-parallel + servo return system commercialized with OTA-capable algorithms.

Core technology and architecture

01

Stereo high-speed vision

In-house stable tracking at ~250 FPS.

02

Trajectory prediction

Up to 250 prediction updates per second.

03

Linear parallel robot

Approx. 2.5 m/s end speed; full travel within 0.40 s.

04

2-DOF servo paddle

About 0.12 s for a 90° action, with programmable strategies.

05

See in real time

High-speed cameras continuously detect the ball and reconstruct its 3D trajectory.

06

Predict ahead

Algorithms update the bounce, strike position and arrival time in real time.

Focused on machine vision and high-speed motion control

The team brings together software, electronics, robotics, machine vision, real-time systems and servo-control engineering, with continuous product iterations since 2023.

REAL SYSTEM · FIELD DEPLOYMENT

Real system. Real rallies. Real deployments.

Every photo and video below comes from physical testing or field deployment, showing high-speed vision, 3D trajectory prediction and the Linear Delta mechanism operating together in real space.

Human–robot rally at a school deployment
Science museums & STEM classrooms
Science museums & STEM classrooms
Research institutes & university labs
Research institutes & university labs