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 computer-implemented method for providing a vehicle recommendation to a user may include: obtaining one or more vehicle images via a device associated with the user; identifying one or more user-selected images of the one or more vehicle images based on user interaction with the one or more vehicle images performed by the user via a user interface; identifying one or more first-level attributes from the one or more user-selected images; obtaining one or more vehicle identifications from the one or more user-selected images; determining one or more second-level attributes based on the one or more vehicle identifications; determining a value of each of the one or more first-level attributes and the one or more second-level attributes; determining the vehicle recommendation based on the value; and transmitting, to the device associated with the user, a notification indicating the vehicle recommendation.

Dispensing and live inventory management system and methods are disclosed. A shelf for items has bins each with an associated sensor. A processor receives a detection signal from the sensor which indicates placement or removal an item(s) from an associated bin. An entry device sends an entered request for placement or removal of items to the processor, and an indicator strip has lights which uniquely identify each one of the bins when lit. The processor has information relating to which bin each subset of lights is associated, and causes activation of a subset of lights associated with a bin of the item(s) in the request and records in memory a type of action, a timestamp and a quantity of the item(s) placed or removed from the bin having the subset of lights lit and indicated in the detection signal subsequently received from the sensor of the associated bin.

A user interface operated via at least one consumer computing device, a database, and at least one host computer processor, provide an electronic commerce (eCommerce) environment for secured transactions between consumer and vendor members subscribed to the environment. Digital product images are scaled into digital images of environments of intended use for virtual reality observation. Tags to product representations or other features of media performance transmissions are scanned by consumer members for product purchasing, saving for later purchase, and/or sharing with other consumers (e.g. via social networks). Consumers create their own consumer product store with an inventory of items saved within the environment database for later purchasing or sharing. Original vendors initially providing items saved by consumers are rewarded commissions if later purchased from other vendors. Sharing saved items between consumers is also rewarded and provides an efficient B2C2C sCommerce environment and marketplace centered on products and driven by consumers.

A user identifies products offered by the user to an online system. The online system identifies a product offered by the user in an image by applying a identification model to the image. If the online system identifies a product in the image with at least a maximum confidence value, the online system automatically tags the post with metadata about the product or suggests a tag to the user. If an object in the image could be one of multiple products, the online system identifies the multiple products to the user, which may be ordered based on confidences of matching the object, allowing the user to select which product is in the image. If the unlisted identifies a product in the image with less than a minimum confidence value, the online system identifies the user's offered products and suggests that the user select a product.

In one or more implementations, video content generated using a client application may be provided to users of the client application in association with one or more products offered for purchase via the client application. Video content items presented to a user may be identified based on a level of interest of the user in relation to the respective video content items. A level of interest of the user in relation to a video content item may be based on profile information of the user.

A non-transitory computer-readable recording medium may storing instructions that, when executed by a processor, cause the processor to set a communication session for a conference in which a plurality of users participates through a server, transmit, to the server, an identifier of an avatar to be represented on a virtual space for the conference and coordinate information of the avatar in the virtual space, receive, from the server, resources of neighboring avatars selected based on the coordinate information, transmit, to the server, motion data of the avatar through the communication session, receive, from the server, motion data of the neighboring avatars through the communication session, and represent the neighboring avatars on the virtual space based on the resources of the neighboring avatars and the motion data of the neighboring avatars.

Methods and systems are disclosed for performing operations comprising: accessing content received from a first client device associated with a first user; processing the content to identify a first image that depicts the first user wearing a first fashion item; determining a first pose of the first user depicted in the first image; searching a plurality of products to identify a first product that corresponds to the first pose of the first user depicted in the first image and that includes one or more attributes associated with the first fashion item; modifying the first image to generate an advertisement that depicts the first user wearing the first product; and during a content browsing session being accessed by the first client device, causing the advertisement that depicts the first user wearing the first product to be displayed automatically on the first client device.

A dental appliance having an integrally formed reservoir and/or an ornamental design integrated thereon. The ornamental design can be selected or customized by a patient. The design can be created by directing energy to the dental appliance to alter a material property of at least a portion of the appliance to create the design. Alternatively, a groove or recess can be formed on a surface of the appliance to either mechanically retain an ornamental design or the groove or recess can be filled with ink to form the design. The appliance, including the integrally formed reservoir, can be formed using direct fabrication techniques.

A transaction system has Internet-connected partner platforms which display webpages with an Offer-Now button initiating coded instructions to display an electronic input form enabling a person to configure a transaction offer, and an Internet-connected service enterprise providing the coded instructions to the partners, configured specifically to partner requirements. Upon the person activating the Offer Now button from a mobile device, a verification code is sent to the device, to be returned to verify the device, and offer input provided through the device and the electronic form is tracked to be saved as an offer for the transaction.