Deep Doshi

Title: Deep Doshi - Innovator in Emergency Vehicle Detection

Introduction

Deep Doshi is an accomplished inventor based in Troy, MI (US). He has made significant contributions to the field of emergency vehicle detection through his innovative patent. His work focuses on enhancing the safety and efficiency of emergency response systems.

Latest Patents

Deep Doshi holds a patent for "Detecting at least one emergency vehicle using a perception algorithm." This invention involves training a perception algorithm to detect emergency vehicles by utilizing audio datasets received from two microphones. The process generates respective spectrograms and at least one interaural difference map. Audio source localization data is then created, specifying the number of audio sources in respective grid cells of a spatial grid. This is achieved by applying a CRNN to the first input data containing the spectrograms and the interaural difference map. Additionally, an image from a camera is received, and output data comprising a bounding box for the emergency vehicle is predicted by applying at least one further ANN to the second input data containing the image and the spectrograms. The network parameters are adapted based on the output data and the audio source localization data. This innovative approach significantly improves the detection of emergency vehicles in various environments.

Career Highlights

Deep Doshi is currently employed at Connaught Electronics Limited, where he continues to develop cutting-edge technologies. His expertise in perception algorithms and audio processing has positioned him as a key player in the field of emergency vehicle detection.

Collaborations

Deep has collaborated with talented individuals such as Arindam Das and Sudarshan Paul. Their combined efforts contribute to the advancement of technology in emergency response systems.

Conclusion

Deep Doshi's innovative work in emergency vehicle detection showcases his commitment to improving public safety through technology. His patent and ongoing contributions to Connaught Electronics Limited highlight his role as a leading inventor in this critical field.