Abstract: Disclosed is a technique for use in generating and delivering 3-D printed wearables via the use of body image data where the body is in under multiple physical conditions. Some embodiments include further body part data including videos of sequences of motion, static images, both 2-D and 3-D modeling, and user preference. Users take videos and/or photos of parts of their body as input into a custom wearable generation application. The body photos are subjected to a precise computer vision (CV) process to determine specific measurements of the user's body and the stresses.

Abstract: Disclosed is a user input verification technique for use in generating and delivering 3-D printed wearables. Users take photos of parts of their body as input into a custom wearable generation application. The body photos are subjected to a precise computer vision (CV) process to determine specific measurements of the user's body. To reduce the incidence of poor input data, image data is automatically taken from the camera viewfinder prior to the user issuing an image capture command. The extracted viewfinder data is subjected to an abbreviated CV process in order to determine viability for the precise CV process.

Abstract: In accordance with one embodiment, an intelligent video thumbnail selection and generation tool may select a relevant and visually stimulating image from a video file and generate a thumbnail including the image. The image may be selected by computing a relevancy metric for an image in the file based on one or more selected relevant features, and comparing that relevancy metric with the metric of at least one other image in the file. In another embodiment, a series of images in a video file may be divided into shots. One of the shots may be selected based on a shot relevancy metric and a key image from the shot may be selected as a thumbnail based on a key image relevancy metric, where the shot relevancy metric and the key image relevancy metrics may be computed based on one or more relevant content features.