Network site conversion with respect to a development toolkit

A computer-implemented method, comprising:

• receiving, within one or more computers, data from a source network site that comprises a source network document;
• rendering, by a browser engine of the one or more computers, network document images based at least in part on the data;
• identifying, with the one or more computers, a framework region of the source network document based at least in part on the network document images, the framework region at least maintaining a common appearance and behavior across a plurality of source network documents of the source network site;
• identifying, with the one or more computers, at least one correspondence of the framework region with a set of components of a web development toolkit associated with a network site development platform having a set of functionalities, the set of components mediating access to the set of functionalities for the framework region by at least supporting the set of functionalities at a user interface element within the framework region in a converted network site;
• generating, with the one or more computers, the converted network site based at least in part on the identification of the at least one correspondence, the converted network site utilizing the at least one correspondence with the set of components of the web development toolkit;
• and
• providing, with the one or more computers, the converted network site for presentation.

A computerized system, comprising:

• a first machine learning component configured at least to classify a region of a network document with respect to a pre-defined set of electronic marketplace functionalities;
• a network site conversion service configured to, at least:
• receive a network document of a source network site of an electronic marketplace;
• render a network document image based at least in part on the network document;
• identify a framework region of the network document of the source network site with respect to similar network documents of the source network site, the framework region identified based at least in part on network document image and the similar network documents, the framework region at least maintaining a common appearance and behavior across the network document and the similar network documents;
• determine a classification of the framework region with the first machine learning component;
• and
• generate a converted network document based at least in part on a correspondence of the framework region with a set of components of a web development kit, the set of components mediating access to the pre-defined set of electronic marketplace functionalities for the framework region by at least supporting the pre-defined set of electronic marketplace functionalities at a user interface element within the framework region in the converted network document;
• and
• one or more processors configured to facilitate at least the first machine learning component and the network site conversion service.

One or more non-transitory computer-readable media collectively storing computer-executable instructions that, when executed by one or more computers, cause the one or more computers to collectively, at least:

• receive data specifying a network document of a source network site of an electronic marketplace;
• render a network document image based at least in part the data;
• provide information associated with at least a portion of the network document image to a first machine learning component configured at least to identify a framework region of the network document with respect to similar network documents of network sites of electronic marketplaces, the framework region at least maintaining a common appearance and behavior across a plurality of network documents of the source network site;
• receive an identification of the framework region of the network document;
• and
• generate a converted network document based at least in part on the identification of the framework region and a correspondence of the framework region with a set of components of a web development kit associated with a network site development platform having a set of functionalities, the set of components mediating access to the set of functionalities for the framework region by at least supporting the set of functionalities at a user interface element within the framework region in the converted network document.