Abstract: Digital imaging systems and methods are disclosed for detecting user-specific apparel fit. Digital image(s) of a user are obtained that depict one or more portions of the user's body. Apparel fit information is obtained specific to the user. An apparel fit application (app) determines user-specific measurements of one or more portions of the user's body based on the digital image(s). The apparel fit app determines a user-specific fit-based confidence interval for the user based on the user-specific measurements and the apparel fit information. A fit based identification of an apparel item is generated that corresponds to the user-specific fit-based confidence interval.

Abstract: Digital imaging systems and methods are disclosed for detecting user-specific apparel fit. Digital image(s) of a user are obtained that depict one or more portions of the user's body. Apparel fit information is obtained specific to the user. An apparel fit application (app) determines user-specific measurements of one or more portions of the user's body based on the digital image(s). The apparel fit app determines a user-specific fit-based confidence interval for the user based on the user-specific measurements and the apparel fit information. A fit based identification of an apparel item is generated that corresponds to the user-specific fit-based confidence interval.

Abstract: A convertible clothing accessory configured to be worn by a user. The convertible clothing accessory includes a barrier, a plurality of strings coupled to the barrier such that the plurality of strings is configured to secure the barrier to the user, and an attachment means coupled to the barrier. The convertible clothing accessory is reconfigurable between a first configuration, where the barrier is adapted to be worn as a mask on a face of the user, and a second configuration, where the attachment means is arranged to removably attach the barrier to an article of clothing worn by the user, such that the barrier is adapted to be worn as a clothing accessory.