Location History:
- Pasadena, CA (US) (2021)
- Los Angeles, CA (US) (2024)
Company Filing History:
Years Active: 2021-2024
Title: Oisin MacAodha: Innovator in Depth Estimation Technology
Introduction
Oisin MacAodha is a prominent inventor based in Pasadena, CA. He has made significant contributions to the field of depth estimation technology, holding 2 patents that showcase his innovative approach to image processing and machine learning.
Latest Patents
His latest patents include "Self-supervised training of a depth estimation system" and "Predicting depth from image data using a statistical model." The first patent describes a method for training a depth estimation model, where images are input into a depth model to extract a depth map. This method involves inputting images into a pose decoder to extract poses, generating synthetic frames based on the depth map, and calculating a loss value to adjust the model's parameters. The trained model can then generate a depth map from an image of a scene. The second patent focuses on predicting depth from color image data using a convolutional neural network (CNN). This model is trained on binocular stereo pairs of images, allowing it to predict depth data from a single source color image.
Career Highlights
Oisin MacAodha currently works at Niantic, Inc., where he continues to develop innovative technologies in the realm of depth estimation and image processing. His work has positioned him as a key figure in advancing the capabilities of machine learning applications.
Collaborations
He collaborates with notable colleagues such as Gabriel J Brostow and Clément Godard, contributing to a dynamic and innovative work environment.
Conclusion
Oisin MacAodha's contributions to depth estimation technology through his patents and work at Niantic, Inc. highlight his role as a leading inventor in the field. His innovative methods are paving the way for advancements in image processing and machine learning.