This Raspberry Pi project uses AI to play rock, paper, scissors, with over 95% accuracy and low latency. No need for external server - AI processing on Raspberry Pi leads to quicker results and cost ...

The gesture control market is estimated to be USD 17.5 billion in 2025 and is likely to grow to USD 67.8 billion by 2035, with a CAGR of 16.8% during the forecast period. The growing need for ...

In a significant advancement for hand rehabilitation, researchers from Zhengzhou University have introduced a non-hand-worn, ...

A non-hand-worn, load-free VR hand rehabilitation system based on ionic hydrogel can collect EMG signals of 14 Jebsen rehabilitation gestures followed by training with a deep learning model for ...

New Delhi: Scientists on Sunday said they have presented a novel channel-wise cumulative spike train image-driven model for hand gesture recognition. The research paper, published in the journal ...

Finally, a customized convolutional neural network is designed and trained for hand gesture recognition. The experimental results show that the proposed cwCST-CNN method achieves a classification ...

It’s a practical and fun way to learn about gesture recognition, hardware control, and communication between Python and microcontrollers. This project demonstrates how to control LEDs using hand ...

Abstract: Existing hand gesture recognition methods predominantly rely on a close-set assumption, which in essence limits the viewpoints, gesture categories, and hand shapes at test time to closely ...

The model's ability to maintain high recognition rates even under varying hand positions and gestures highlights its strength and adaptability in diverse operational settings. "Our research ...

The schematic of the hand-gesture recognition system based on programmable topological metasurfaces. The programmable topological metasurface controlled by FPGA switches five propagation paths to ...

Gesture recognition plays a crucial role in various applications such as virtual environment control, sign language translation, robot control, and music creation. This project utilizes MediaPipe, an ...