Abstract: Techniques are disclosed for generating image recommendations to facilitate the sale of a product. An example methodology includes identifying a product category associated with an image of the product provided by the seller, and a product sub-category associated with the product image. The method further includes retrieving one or more images of for-sale items. The retrieval is based on a search of for-sale listings using the identified product category and the identified product sub-category. The method further includes clustering the retrieved images of for-sale items into groups, each group associated with a perspective viewpoint of the for-sale item. The method further includes providing a selected image from each group as an image recommendation. The selection is based on a value score associated with each of the images of the for-sale items. A graphical status indicating completeness of the seller's image set is updated in response to recommended images being adopted.

Abstract: Techniques are disclosed for generating image recommendations to facilitate the sale of a product. An example methodology includes identifying a product category associated with an image of the product provided by the seller, and a product sub-category associated with the product image. The method further includes retrieving one or more images of for-sale items. The retrieval is based on a search of for-sale listings using the identified product category and the identified product sub-category. The method further includes clustering the retrieved images of for-sale items into groups, each group associated with a perspective viewpoint of the for-sale item. The method further includes providing a selected image from each group as an image recommendation. The selection is based on a value score associated with each of the images of the for-sale items. A graphical status indicating completeness of the seller's image set is updated in response to recommended images being adopted.

Abstract: Techniques are disclosed for generating image recommendations to facilitate the sale of a product. An example methodology includes identifying a product category associated with an image of the product provided by the seller, and a product sub-category associated with the product image. The method further includes retrieving one or more images of for-sale items. The retrieval is based on a search of for-sale listings using the identified product category and the identified product sub-category. The method further includes clustering the retrieved images of for-sale items into groups, each group associated with a perspective viewpoint of the for-sale item. The method further includes providing a selected image from each group as an image recommendation. The selection is based on a value score associated with each of the images of the for-sale items. A graphical status indicating completeness of the seller's image set is updated in response to recommended images being adopted.

Abstract: In some embodiments, a review application accesses a review file containing a text-based comment describing a change to an object in a design file. The design file is created and editable in a design application different from the review application. The review application determines, from the text-based comment, a tool in the design application configured to implement the change to the object described in the text-based comment. The review application updates the user interface to include a user interface of the tool along with the text-based comment and receives, through the user interface of the tool, a confirmation of applying the change to the object in the design file. The review application further causes the change to the object to be applied to the design file.

Abstract: In some embodiments, a review application accesses a review file containing a text-based comment describing a change to an object in a design file. The design file is created and editable in a design application different from the review application. The review application determines, from the text-based comment, a tool in the design application configured to implement the change to the object described in the text-based comment. The review application updates the user interface to include a user interface of the tool along with the text-based comment and receives, through the user interface of the tool, a confirmation of applying the change to the object in the design file. The review application further causes the change to the object to be applied to the design file.