Company Filing History:
Years Active: 2023-2025
Title: Ryan Razani: Innovator in 3D Object Detection and Neural Network Training
Introduction
Ryan Razani is a prominent inventor based in Toronto, Canada. He has made significant contributions to the fields of 3D object detection and neural network training. With a total of four patents to his name, Razani is recognized for his innovative approaches to complex technological challenges.
Latest Patents
Ryan Razani's latest patents include groundbreaking work in enhancing 3D object detection. One of his notable patents is titled "Systems and methods for enhancement of 3D object detection using point cloud semantic segmentation and attentive anchor generation." This invention involves obtaining a semantic segmentation map that represents a real-world space. The map includes an array of elements, each assigned a respective classification label. Razani's method clusters these elements to identify probable object locations and generates bounding boxes for dynamic objects.
Another significant patent is the "Training method for quantizing the weights and inputs of a neural network." This invention focuses on training a neural network to selectively quantize weights as either binary or ternary weights. The method involves multiple training iterations that optimize the quantization process, ultimately storing a set of quantized weights for efficient neural network performance.
Career Highlights
Ryan Razani is currently employed at Huawei Technologies Co., Limited, where he continues to push the boundaries of technology. His work at Huawei has allowed him to collaborate with other talented professionals in the field, contributing to the company's innovative projects.
Collaborations
Some of Ryan Razani's coworkers include Ran Cheng and Bingbing Liu. Their collaborative efforts have further enhanced the research and development initiatives at Huawei.
Conclusion
Ryan Razani is a distinguished inventor whose work in 3D object detection and neural network training has made a significant impact in the tech industry. His innovative patents and contributions continue to shape the future of technology.