Colin Tracey

Title: Colin Tracey: Innovator in Autonomous Driving Technology

Introduction

Colin Tracey is a prominent inventor based in Austin, TX, known for his contributions to the field of autonomous driving technology. With a focus on object detection and machine learning, he has made significant strides in enhancing the safety and efficiency of autonomous vehicles. Colin holds 2 patents that reflect his innovative approach to solving complex problems in this rapidly evolving industry.

Latest Patents

Colin's latest patents revolve around object detection and detection confidence suitable for autonomous driving. In various examples, detected object data representative of locations of detected objects in a field of view may be determined. One or more clusters of the detected objects may be generated based at least in part on the locations, and features of the cluster may be determined for use as inputs to machine learning models. A confidence score, computed by the machine learning models based at least in part on the inputs, may be received, where the confidence score may be representative of a probability that the cluster corresponds to an object depicted at least partially in the field of view. Further examples provide approaches for determining ground truth data for training object detectors, such as for determining coverage values for ground truth objects using associated shapes, and for determining soft coverage values for ground truth objects.

Career Highlights

Colin Tracey is currently employed at Nvidia Corporation, a leading company in graphics processing and artificial intelligence. His work at Nvidia has allowed him to collaborate with cutting-edge technology and contribute to advancements in autonomous systems. His expertise in object detection has positioned him as a key player in the development of safer autonomous driving solutions.

Collaborations

Colin has had the opportunity to work alongside talented individuals such as Tommi Koivisto and Pekka Janis. These collaborations have fostered an environment of innovation and creativity, enabling the team to push the boundaries of what is possible in the realm of autonomous driving technology.

Conclusion

Colin Tracey is a visionary inventor whose work in object detection and autonomous driving technology is paving the way for safer and more efficient vehicles. His contributions to the field are invaluable, and his ongoing efforts at Nvidia Corporation continue to shape the future of transportation.