3results about "Texturing/coloring" patented technology

A system and method are provided for generating colorized image data for a single-channel image using a ML network, as well as a system and method for training the ML network. The image colorization method includes: obtaining single-channel image data representing a single-channel image; generating image feature data as a result of inputting the single-channel image data into an encoder; generating a pixel decoder output through inputting the image feature data into a pixel decoder; generating a color decoder output through inputting the image feature data into a color decoder; and generating colorized image data based on the color decoder output and the pixel decoder output, wherein the colorized image data represents a colorized version of the single-channel image.

In some embodiments, a method receives an image to analyze for artifacts. Texture information that characterizes texture in the image is determined. The method merges the texture information with the image. The texture information is used to focus an analysis of artifacts in regions of the image. The method outputs a score based on the processing of the image that assesses the artifacts in the image.

An apparatus including a graphical user interface (GUI) for displaying a safety analysis report, the apparatus including at least a processor and a memory coupled to the at least a processor, wherein the memory contains instructions configuring the at least a processor to receive input data objects from a plurality of external data sources, generate a safety analysis report, modify a GUI based on the input data objects, wherein the GUI modification includes generating context-sensitive command inputs that trigger analysis routines within the GUI by employing a machine learning model configured to, receive the input data objects and the safety analysis report; and output context-sensitive command inputs tailored to a current state of safety compliance, configure a display device, using the modified GUI, to display the safety analysis report.