Fantastic work! Thank you for sharing it with the community. When visualizing results, I use the keyboard arrows up / down to navigate across the images. Although this works, it seems it's also ...

Abstract: Gesture recognition with millimeter-wave radar has broad application prospects in human-computer interaction. However, the traditional recognition methods generate overly redundant features ...

MediaPipe is used to detect hand landmarks in real-time. Custom logic maps different gestures (open hand, closed fist, etc.) to LED numbers. Connect LEDs to Arduino digital pins (D9–D13 in this case).

Abstract: In response to the increasing demand for seamless and intuitive interactions with robotic systems, necessitated by the limitations of traditional control methods, this study focuses on the ...