Various embodiments described herein utilize multiple levels of generative adversarial networks (GANs) to facilitate generation of digital images based on user-provided images. Some embodiments comprise a first generative adversarial network (GAN) and a second GAN coupled to the first GAN, where the first GAN includes an image generator and at least two discriminators, and the second GAN includes an image generator and at least one discriminator. According to some embodiments, the (first) image generator of the first GAN is trained by processing a user-provided image using the first GAN. For some embodiments, the user-provided image and the first generated image, generated by processing the user-provided image using the first GAN, are combined to produce a combined image. For some embodiments, the (second) image generator of the second GAN is trained by processing the combined image using the second GAN.

Aspects of the present disclosure relate to a multi-dimensional commerce platform that may be utilized for the communication of data. Aspects of the multi-dimensional commerce platform may include various functional components to facilitate a system to receive inventory data at a first server associated with the multi-dimensional commerce platform, provide a second server associated with a third-party (e.g., a third party seller/distributor) access to the inventory data, alter or modify the inventory data based on attributes of the second server, and cause display of a presentation of the modified inventory data at a client device.

An art market pricing and commission system for the fine art market is disclosed. The art market pricing and commission system allows artists and collectors to see how others are reacting to particular pieces of artwork in real time. The art market pricing and commission system creates an electronic ledger and official photographic record that authenticates works of art now and into the future. The art market pricing and commission system encourages individuals to participate in determining what is good and valuable and create a cohesive, thriving market. The art market pricing and commission system is deployed as an Internet platform that combines a specific pricing structure with a special commission system to incentivize user interaction, assign value to works of art and create a transparent, thriving market.

Apparatuses and methods of controlling scheduling of displays presented in response to data indicative of user inputs from user terminals in a computerised system are disclosed. A performance metric is determined for a response by a data processing apparatus configured to respond to user terminals, the response being provided in accordance with a strategy of scheduling displays when responding to data indicative of at least one user input. A response performance score is computed based on the determined performance metric and a reference metric representative of a preferred result when responding data indicative of user inputs. It can then be determined, based on the response performance score, whether the strategy of scheduling displays when responding data indicative of user inputs needs a change.

Methods, systems, and computer-readable media are provided for customized presentation of items on electronic visual displays in retail stores. In one implementation, the method may comprise: obtaining an image of products in a retail store captured using at least one image sensor; analyzing the image to determine a condition of products of a particular product type; based on the determined condition of the products of the particular product type, selecting at least one display parameter for a particular item; and using the selected at least one display parameter to display the particular item on an electronic visual display in the retail store.

Methods, systems, and computer-readable media are provided for customized presentation of items on electronic visual displays in retail stores. In one implementation, a method may comprise: obtaining a plurality of images of products in a retail store captured; analyzing a first image to determine whether products of a particular product type are available at a first point in time; analyzing a second image to determine whether products of the particular product type are available at a second point in time; based on the determination of whether products of the particular product type are available at the first point in time and the determination of whether products of the particular product type are available at the second point in time, selecting at least one display parameter for a particular item; and using the selected at least one display parameter to display the particular item on an electronic visual display.

Methods, systems, and computer-readable media are provided for controlling information displayed on a transparent electronic display that is part of a door for a retail storage container. In one implementation, a method may include: receiving an indication of at least one position associated with a first product type in the retail storage container; receiving an indication of at least one position associated with a second product type in the retail storage container; using the indication of the at least one position associated with the first product type to select a first region of the transparent electronic display; using the indication of the at least one position associated with the second product type to select a second region of the transparent electronic display; displaying visual information related to the first product type; and displaying visual information related to the second product type.

Methods, systems, and computer-readable media are provided for selecting items for presentation on electronic visual displays in retail stores. In one implementation, a method may comprise: obtaining a plurality of images of products in a retail store; analyzing a first image to determine whether products of a particular product type are available at a first point in time; analyzing a second image to determine whether products of the particular product type are available at a second point in time; and based on the determination of whether products of the particular product type are available at the first point in time and the determination of whether products of the particular product type are available at the second point in time, selecting whether to display a particular item on an electronic visual display in the retail store.

Methods, systems, and computer-readable media are provided for selecting items for presentation on electronic visual displays in retail stores. In one implementation, a method may comprise: obtaining an image of products in a retail store captured using at least one image sensor; analyzing the image to determine a condition of products of a particular product type; based on the determined condition of the products of the particular product type, selecting whether to display a particular item on an electronic visual display in the retail store; in response to a selection to display the particular item, causing the electronic visual display to display the particular item; and in response to a selection not to display the particular item, forgoing causing the electronic visual display to display the particular item.

Systems and methods relating to recommending vehicles similar to a first vehicle based on telematic data and vehicle manufacturing data and using machine learning techniques, and systems and methods for ranking recommended vehicles according to evaluation criteria are disclosed.