Company Filing History:
Years Active: 2022-2024
Title: Marco Todescato: Innovator in Machine Learning and Robotics
Introduction
Marco Todescato is a prominent inventor based in Stuttgart, Germany. He has made significant contributions to the fields of machine learning and robotics, holding a total of 3 patents. His innovative work focuses on developing methods and devices that enhance the capabilities of machines in recognizing and interacting with objects.
Latest Patents
One of Marco's latest patents is titled "Apparatus and method for training a machine learning model to recognize an object topology of an object from an image of the object." This method involves obtaining a 3D model of the object and generating training data image pairs. The process includes determining descriptor component values for each vertex of the grid and adapting these values to improve the model's accuracy in recognizing object topologies.
Another notable patent is "Device and method for controlling a robot to pick up an object in various positions." This invention outlines a method for defining reference points on an object and mapping camera images to identify these points. The method allows robots to ascertain pickup poses for objects in unknown positions, enhancing their operational efficiency.
Career Highlights
Marco is currently employed at Robert Bosch GmbH, where he applies his expertise in machine learning and robotics. His work at Bosch has allowed him to collaborate with leading professionals in the field, contributing to the advancement of innovative technologies.
Collaborations
Some of Marco's notable coworkers include Andras Gabor Kupcsik and Markus Spies. Their collaborative efforts have further propelled advancements in their respective projects.
Conclusion
Marco Todescato's contributions to machine learning and robotics exemplify the spirit of innovation. His patents reflect a commitment to enhancing technology that interacts intelligently with the physical world.