1. A computer-implemented method, comprising: capturing first image data including a first representation of an object, the object corresponding to an apparel item, the first representation providing a full view of the object from a first point of view; receiving an instruction to capture second image data, the second image data including a second representation of a portion of the object enabling individual threads of the apparel item to be identified; causing at least one instance of the second image data to be captured while light is emitted from at least one determined light source, each instance of the second image data captured with a respective set of illumination properties; determining, from the second image data, weave pattern data for a material region of the apparel item; determining, using the second image data, true color data, thread texture data, and dimension data for the threads of the material; and providing the first image data, the weave pattern data, the true color data, the thread texture data, and the dimension data to an object recognition process, wherein the first image data is capable of being used to determine a type of the apparel item and the weave pattern data, true color data, and dimension data are capable of being used to discern between apparel items of the determined type.