Company Filing History:
Years Active: 2025
Title: Samir Joshi: Innovator in Object Detection and Classification
Introduction
Samir Joshi is a prominent inventor based in Los Altos, California. He has made significant contributions to the field of object detection and classification, particularly in driving environments. His innovative work has the potential to enhance the safety and efficiency of autonomous vehicles.
Latest Patents
Samir Joshi holds a patent for "Detection and classification based on scene embeddings and image embeddings." This patent describes techniques for detecting and classifying objects in a driving environment. A vehicle may receive sensor data and input this data into a perception and localization component, which is trained to provide processed output data, such as bounding boxes and tracks. The vehicle generates a scene embedding based on this output data. Additionally, the vehicle receives image data from an image capturing device and generates an image embedding associated with this data. By concatenating the image embedding with the scene embedding, the vehicle can input the combined embedding into a detection and classification model to identify objects within the environment. Samir Joshi's patent represents a significant advancement in the field of autonomous driving technology.
Career Highlights
Samir Joshi is currently employed at Zoox, Inc., a company focused on developing autonomous vehicle technology. His work at Zoox has allowed him to apply his innovative ideas in a practical setting, contributing to the advancement of self-driving vehicles.
Collaborations
Some of Samir Joshi's notable coworkers include Shengnan Liang and Kelly Leece Mcguire. Their collaboration fosters a creative environment that encourages innovation and the development of cutting-edge technologies.
Conclusion
Samir Joshi is an influential inventor whose work in object detection and classification is paving the way for advancements in autonomous vehicle technology. His contributions are vital to the future of safe and efficient driving environments.