Arbitrary size content item generation
A system for automatically generating a content item may include receiving a content item template having a set of elements for creating a content item and content item data for the set of elements. A placeholder for each element of the set of elements may be generated and a space allocation for each element may be selected based on the generated placeholders for each element. A determination if a conflict exists based on the determined space allocations for each element may be made and, when a conflict exists, an element from the set of elements may be eliminated and a new reduced set of elements may be returned. Responsive to determining no conflict exists, a content item may be generated using the content item data for the reduced set of elements and the determined space allocations.
1 . A system for automatically generating a content item for a content provider, the system comprising:
one or more processors; and
one or more storage devices storing instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
receiving a content item template having a set of elements for creating the content item;
retrieving, using a uniform resource locator (URL) of a landing page of the content provider, content item data for the set of elements from the landing page, the content item data including at least text data and image data;
generating a text description for the content item based on the content item data,
generating a placeholder for each element of the set of elements of the content item template;
selecting a space allocation for each element of the set of elements based, at least in part, on the generated placeholders for each element of the set of elements;
determining whether a conflict exists based on determining whether a portion of a first space allocation of a first element of the set of elements overlaps a portion of a second space allocation of a second element of the set of elements;
eliminating, when the conflict exists, an element from the set of elements and returning a new reduced set of elements to generate the placeholders based on the new reduced set of elements; and
generating, when the conflict does not exist, the content item for the content provider using the content item data for the reduced set of elements, the generated text description, and the selected space allocations.
2 . The system of claim 1 , wherein each element of the set of elements of the content item template comprises an index and an anchor.
3 . The system of claim 2 , wherein the anchor comprises an anchor reference, an anchor type, and a distance between two elements of the content item template.
4 . The system of claim 3 , wherein the anchor type is a direction relative to the content item.
5 . The system of claim 3 , wherein the distance is a predetermined value or a relative value relative to the content item.
6 . The system of claim 2 , wherein the anchor comprises a flexibility indicator.
7 . The system of claim 1 , wherein an element of the set of elements of the content item template comprises a requirement indicator.
8 . The system of claim 2 , wherein generating the placeholder for each element of the set of elements comprises:
sorting the set of elements based on the index of each element of the set of elements.
9 . The system of claim 2 , wherein generating the placeholder for each element of the set of elements comprises:
determining a left value, a top value, a right value, and a bottom value for each element of the set of elements based, at least in part, on the anchor associated with each element.
10 . The system of claim 1 , wherein generating the content item comprises:
generating a snapshot image of a landing page resource; and
selecting one or more colors from the snapshot image for the content item.
11 . The system of claim 10 , wherein selecting the one or more colors from the snapshot image comprises extracting a plurality of color clusters from the snapshot image using a clustering technique.
12 . The system of claim 11 , wherein the clustering technique is a k-means clustering technique.
13 . The system of claim 1 , wherein selecting the space allocation for each element of the set of elements comprises:
determining an initial space allocation for an element of the set of elements based on a generated placeholder for the element;
determining a minimum space allocation for the element of the set of elements based on the initial space allocation; and
incrementing a dimension of the determined minimum space allocation for the element of the set of elements by a predetermined pixel value.
14 . A computer-implemented method for automatically generating a content item for a content provider, the method comprising:
receiving a content item template having a set of elements for creating the content item;
retrieving, using a uniform resource locator (URL) of a landing page of the content provider, content item data for the set of elements from the landing page, the content item data including at least text data and image data;
generating a text description for the content item based on the content item data;
generating a placeholder for each element of the set of elements of the content item template;
selecting a space allocation for each element of the set of elements based, at least in part, on the generated placeholders for each element of the set of elements;
determining whether a conflict exists based on determining whether a portion of a first space allocation of a first element of the set of elements overlaps a portion of a second space allocation of a second element of the set of elements;
eliminating, when the conflict exists, an element from the set of elements and returning a new reduced set of elements to generate the placeholders based on the new reduced set of elements; and
generating, when the conflict does not exist, the content item for the content provider using the content item data for the reduced set of elements, the generated text description, and the selected space allocations.
15 . The method of claim 14 , wherein each element of the set of elements of the content item template comprises an index and an anchor.
16 . The method of claim 15 , wherein the anchor comprises an anchor reference, an anchor type, and a distance between two elements of the content item template.
17 . The method of claim 16 , wherein the anchor type is a direction relative to the content item.
18 . The method of claim 16 , wherein the distance is a predetermined value or a relative value relative to the content item.
19 . The method of claim 15 , wherein generating the placeholder for each element of the set of elements comprises:
determining a left value, a top value, a right value, and a bottom value for each element of the set of elements based, at least in part, on the anchor associated with each element.
20 . The method of claim 14 , wherein generating the content item comprises:
generating a snapshot image of the landing page resource; and
selecting one or more colors from the snapshot image for the content item.
21 . The method of claim 20 , wherein selecting the one or more colors from the snapshot image comprises extracting a plurality of color clusters from the snapshot image using a clustering technique.
22 . The method of claim 21 , wherein the clustering technique is a k-means clustering technique.
23 . The method of claim 14 , wherein the score is a first score and the generated content item is a first generated content item, the method further comprising:
determining a second score for a second generated content item based, at least in part, on second determined space allocations for each element of a second set of elements;
comparing the first score and the second score; and
selecting the first generated content item or the second generated content item based, at least in part, on the compared first score and second score.
24 . The method of claim 14 , wherein selecting the space allocation for each element of the set of elements comprises:
determining an initial space allocation for an element of the set of elements based on a generated placeholder for the element;
determining a minimum space allocation for the element of the set of elements based on the initial space allocation; and
incrementing a dimension of the determined minimum space allocation for the element of the set of elements by a predetermined pixel value.