Method for producing a customized midsole and a customized cleat representation for an article of footwear comprising a knit outsole. The method includes obtaining information relating to a customized cleat arrangement in a knit outsole and other information relating to a midsole customized to the user's foot and having cleat reinforcements arranged to match the cleat arrangement on the knit outsole. The information is used to form an article of footwear including the customized knit outsole and the customized midsole.

A method and a system to determine a product identification of an item for sale in an online publication system is shown and described. For example, the method may be initiated when an input identifying an item is received from a user. An input type (e.g., image, text, audio recording, etc.) may be determined and one or more identification services may be selected based on the input type. At least a portion of the input is transmit to the selected one or more identification services. A product identification is received from each of the one or more identification services. Based on the received product identifications, a recommended product identification is determined. The recommended product identification is transmitted to the user.

Integrating an image capturing mechanism into an ecommerce application is described. Images of items offered for sale via ecommerce channels associated with an ecommerce service provider and performance metrics associated with the images and/or content items with which the images are presented via the ecommerce channels can be analyzed. Based partly on the analyzing, a characteristic associated with the images that are associated with a performance metric that satisfies a threshold or that are presented by the content items that are associated with the performance metric that satisfies the threshold can be determined. A new image of an item to be offered for sale by a merchant via an ecommerce channel can be received and, based at least partly on the characteristic, it can be determined whether to integrate the new image into a content item for the merchant, wherein the content item to be presented via the ecommerce channel.

A system allows a user to select designs for apparel and preview these designs before manufacture. The previews provide photorealistic visualizations in two or three dimensions, and can be presented on a computer display, projected on a screen, or presented in virtual reality (e.g., via headset), or augmented reality. The system can also include a projection system that projects the new designs onto garments on mannequins in a showroom. The garments and the new designs projected onto the garments have a three-dimensional appearance as if the garments having the new designs are worn by people. Software and lasers are used in finishing the garments to produce garments with the new designs and the finished garments have an appearance of the three-dimensional appearance of the garments and new designs on the mannequins with the new designs projected onto the garments by the projection system.

An online system receives a content item including an image from a content-providing user and/or receives an interaction with the content item from a viewing user. The online system accesses a machine-learning model that is trained based on a set of images of items associated with an entity and attributes of each image. The online system applies the model to predict a probability that the content item includes an image of an item associated with the entity based on attributes of the image included in the content item. Based on the predicted probability, the online system updates a profile of the user (i.e., the content-providing user and/or the viewing user) to include an affinity for the item. Upon determining an opportunity to present content to the user, the online system selects content for presentation to the user based on the profile and sends the content for presentation to the user.

A system for displaying a simulated room can comprise at least one projector, at least one wall structure element, at least one physical object, and a room customization station. The room customization station can be configured to permit viewing images of selectable products and selecting at least one of the selectable products to be displayed on at least one of the at least one wall structure element or the at least one physical object. The projector(s) can be adapted to display the selectable product(s) on at least one of the at least one wall structure element or the physical object(s). The physical object can be adjustable in size to correspond to different sizes of selectable products. The system can further include at least one physical accessory adapted to be placed in the simulated room to facilitate visualization of how the at least one physical accessory would appear in the presence of the simulated room and the at least one selectable product. In some embodiments, the room customization station can be configured to prevent at least one portion of the images of the selectable products from being projected by the projector(s) onto a physical feature in the simulated room and allow other portions of the images of the selectable products to be projected into at least a portion of the simulated room located around the physical feature.

A method including receiving, at a data distribution platform, a selection of a data package comprising a high fidelity data package. The method also includes filtering, automatically by a filtering application of the data distribution platform, the high fidelity data package to form a marketing data package. Filtering includes removing sufficient data from the high fidelity data package such that the marketing data package is a marketing data package. The method also includes publishing the marketing data package within the data distribution platform.

Systems and methods for multi-directional visual browsing on an electronic device are described. In example embodiments, a primary result and a peripheral result are determined. A display layout based on attributes associated with the primary result and the peripheral result is generated. The display layout is then formatted into instructions, which will cause a device to render the display layout. The instructions are transmitted to the client device.

This disclosure describes systems and methods for establishing promotions for sellers and promoting images of items to users on behalf of sellers. A management service receives a source location identifier from a seller, processes images stored in an image data store to determine images that include the source location identifier in the corresponding image information and includes those images in a promotion that is established for the seller. Likewise, the management service may determine users that have previously interacted with the images and include those users in the promotion campaign.

A system and method for navigating a vehicle automatically from a current location to a destination location without a human operator is disclosed. The method includes identifying a vehicle location using global positioning system (GPS) data regarding the vehicle. Also included is identifying that the vehicle location is near or at a parking location. Then, using mapping data defined for the parking location. The mapping data at least in part is used to find a path at the parking location to avoid a collision of the vehicle with at least one physical structure when the vehicle is automatically moved at the parking location. The method includes instructing the electronics of the vehicle to proceed with controlling the vehicle to automatically move from the current location to the destination location at the parking location. The electronics use as input at least part of the mapping data and sensor data collected from around the vehicle by at least two vehicle sensors. The path is configured to be updatable dynamically based on changes in the destination location or changes along the path. The destination location is a parking spot for the vehicle at the parking location.