Anthony Ha

Title: Anthony Ha and Innovations in Utility-Asset Detection

Introduction

Anthony Ha is an inventor based in Milpitas, California. His work includes patent inventions that apply machine learning and image-search techniques to identifying and locating utility assets.

Latest Patents

Ha’s latest patents include “Detecting Electrical Grid Assets” and “Fast One-Shot Open Vocabulary Image-Conditioned Detection and Search Method for Utility Assets.”

“Detecting Electrical Grid Assets” describes methods and systems for mapping electrical grids using images captured from different perspectives. A machine-learning model evaluates images from sampled locations to determine whether the same grid asset appears in multiple images. When it identifies an asset, the system can examine additional sublocations to refine detection.

“Fast One-Shot Open Vocabulary Image-Conditioned Detection and Search Method for Utility Assets” describes image-based detection and search across databases of utility-asset images. The method uses an input image and a query bounding box to identify relevant objects, generate labels and image representations, and retrieve images of other relevant utility assets.

Career Highlights

Ha works at X Development LLC. His patent portfolio includes 2 patents, reflecting work on machine-learning and image-processing approaches for utility infrastructure.

Collaborations

Ha’s listed coworkers include Xin-Jing Wang and Reuben Nahouraii.

Conclusion

Anthony Ha’s inventions focus on using machine learning and image search to detect, map, and find utility assets, including electrical-grid infrastructure.