HTC had two patents in digitalization during Q2 2024. HTC Corp filed a patent for a data classification method that involves classifying unlabeled images into inlier or outlier data sets. The method includes selecting an assigned inlier image, computing a similarity matrix with similarity scores, and classifying images based on the matrix to generate inlier-outlier predictions. GlobalData’s report on HTC gives a 360-degree view of the company including its patenting strategy. Buy the report here.
HTC had no grants in digitalization as a theme in Q2 2024.
Recent Patents
Application: Data classification method for classifying inlier and outlier data (Patent ID: US20240160660A1)
The patent filed by HTC Corp describes a data classification method for categorizing unlabeled images into inlier or outlier data sets. The method involves selecting an assigned inlier image, computing a similarity matrix with similarity scores, and classifying the images based on this matrix to generate inlier-outlier predictions. The process includes executing multiple prediction rounds, aggregating predictions, and utilizing the inlier data set for training a machine-learning model. Various similarity algorithms such as cosine similarity, Euclidean distance, Manhattan distance, or Hamming distance can be used to compute similarity scores.
Additionally, the method allows for adjusting threshold similarity values, displaying predictions, collecting manual-input labels, and reclassifying images based on adjustments. The patent outlines steps for selecting aggregate-predicted inlier images, computing second similarity matrices, and generating first and second inlier-outlier predictions. The process involves executing Q prediction rounds, comparing similarity scores with threshold values, and utilizing the inlier data set for training purposes. The method aims to efficiently classify unlabeled images into inlier and outlier data sets for various applications, including machine learning models.
To know more about GlobalData’s detailed insights on HTC, buy the report here.
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