This inventor holds 2 USPTO granted patents. Top assignees: Deere & Company, Google Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Maxim Neumann: Innovator in Image Processing and Machine Learning
Introduction
Maxim Neumann is a prominent inventor based in Zurich, Switzerland. He has made significant contributions to the fields of image processing and machine learning. With a total of 2 patents, his work focuses on developing advanced methods and systems that leverage technology to enhance image analysis and agricultural predictions.
Latest Patents
Neumann's latest patents include innovative approaches to processing images using a mixture of experts. This patent outlines methods, systems, and apparatuses, including computer programs encoded on computer storage media, for generating predictions about images. One of the systems he developed features a neural network that processes input images through a sequence of network blocks. Each block is designed to obtain an intermediate representation of the input image, determine patches of this representation, and assign these patches to expert modules for processing. The output is generated by combining the results from these modules.
Another notable patent focuses on mid-cycle predictions using machine learning. This implementation trains a single machine learning model to generate inferences based on variable-length time series inputs. By utilizing satellite imagery samples of agricultural areas, the model can make in-season agricultural predictions. During the training phase, ground truth agricultural classifications are compared with the model's predictions to enhance its accuracy.
Career Highlights
Throughout his career, Maxim Neumann has worked with renowned companies such as Deere & Company and Google Inc. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking projects in technology and innovation.
Collaborations
Neumann has collaborated with talented individuals in his field, including Luis Pazos Outon and Mustafa Gurbuz. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of innovative solutions.
Conclusion
Maxim Neumann is a distinguished inventor whose work in image processing and machine learning has the potential to transform various industries. His patents reflect a commitment to advancing technology and improving predictive capabilities in agriculture and beyond.