Company Filing History:
Years Active: 2020-2024
Title: Innovations by Gerardus Antonius Franciscus Derks
Introduction
Gerardus Antonius Franciscus Derks, an accomplished inventor based in Dongen, NL, holds a notable record of five patents. His work primarily focuses on advancements in object detection and machine learning methodologies, significantly contributing to the field of technology.
Latest Patents
Among his latest inventions, one of the remarkable patents is a **Method for analyzing an output of an object detector**. This innovative method entails selecting an object of interest in an image, where a user draws a bounding box around it. Following this, an inference operation using the object detector is executed, leading to the generation of multiple proposals. A non-max suppression algorithm is applied to these proposals, analyzing them through classifiers and bounding box regressors to yield comprehensive results. This method enhances understanding of the object detection's decision-making process.
Another significant patent by Gerardus focuses on **Adding a fingerprint to a machine learning model**. This method encompasses the selection of extra input values that do not overlap with the training labeled input values. By introducing a set of artificially encoded output label values indicating the model's fingerprint, Gerardus's approach enables the training of a robust machine-learning model, ensuring enhanced mapping from input values to output labels.
Career Highlights
Gerardus is currently employed at NXP B.V., a prominent company in the semiconductor industry. His contributions considerably enhance the capabilities of the technologies being developed within the company.
Collaborations
In his professional journey, Gerardus has collaborated with talented individuals, including Wilhelmus Petrus Adrianus Johannus Michiels and Brian Ermans. Together, they contribute knowledge and expertise, fostering an innovative environment within their projects.
Conclusion
Gerardus Antonius Franciscus Derks stands out as a notable inventor whose patents signify a substantial impact on advancements in object detection and machine learning. His innovative methods not only enhance technical processes but also pave the way for future innovations in the field.