Soren Pirk

Title: Soren Pirk - Innovator in Image and Depth Map Generation

Introduction

Soren Pirk is an inventive mind based in Palo Alto, CA. He is known for his contributions to the fields of image processing and machine learning. Although he currently holds no granted patents, his innovative ideas are reflected in his latest patent applications.

Latest Patent Applications

Soren Pirk's latest patent applications include:

1. **Image and Depth Map Generation Using a Conditional Machine Learning** - This application describes methods, non-transitory computer-readable media, apparatuses, and systems for image and depth map generation. It involves receiving a prompt and encoding it to obtain a guidance embedding. A machine learning model then generates an image and a depth map corresponding to the image based on the guidance embedding. Both the image and the depth map are generated based on this guidance embedding.

2. **Extracting 3D Shapes from Large-Scale Unannotated Image Datasets** - This application outlines systems and methods for extracting 3D shapes from unstructured and unannotated datasets. It describes obtaining a first image and a second image, where the first image depicts an object and the second image includes a corresponding object of the same category. The embodiments are configured to generate image features for portions of both images, identify keypoint correspondences, and generate a 3D model of the object based on these correspondences.

Conclusion

Soren Pirk is an innovative inventor whose work in image processing and machine learning holds promise for future advancements. His latest patent applications reflect his commitment to pushing the boundaries of technology.