Company Filing History:
Years Active: 2022-2025
Title: Pierre Sermanet: Innovator in Video Processing and Robotics
Introduction
Pierre Sermanet is a prominent inventor based in Palo Alto, CA (US). He holds a total of 8 patents that showcase his contributions to the fields of video processing and robotics. His innovative work has significantly impacted how machines understand and interact with their environments.
Latest Patents
One of his latest patents is titled "Class agnostic repetition counting in video(s) utilizing a temporal self-similarity matrix." This patent discloses techniques that enable the processing of videos capturing periodic activities using a repetition network. The goal is to generate periodic output, such as the period length of the activity captured in the video and frame-wise periodicity indications. Various implementations include a class-agnostic repetition network that can generate periodic output for a wide variety of periodic activities. Additionally, he has developed methods for generating synthetic repetition videos to train the repetition network.
Another significant patent is "Optimizing policy controllers for robotic agents using image embeddings." This patent provides systems, methods, and apparatus for optimizing a policy controller that controls a robotic agent interacting with its environment to perform tasks. One method involves optimizing the policy controller using a neural network that generates numeric embeddings of images from the environment, along with a demonstration sequence of images from another agent performing a version of the robotic task.
Career Highlights
Pierre has worked with leading technology companies, including Google Inc. and DeepMind Technologies Limited. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking projects in artificial intelligence and robotics.
Collaborations
Throughout his career, Pierre has collaborated with notable individuals such as Harrison Lynch and Yevgen Chebotar. These collaborations have further enriched his work and expanded the impact of his inventions.
Conclusion
Pierre Sermanet is a distinguished inventor whose work in video processing and robotics continues to influence the industry. His innovative patents and collaborations reflect his commitment to advancing technology and improving machine learning capabilities.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.