Automatic generation of fashion manufacturing tech packs from images using computer vision

A computing device comprising:

• one or more processors;
• a memory in communication with the one or more processors, the memory having computer-readable instructions stored thereupon which, when executed by the one or more processors, cause the computing device to:
• receive a wholistic design of a garment;
• receive a tech pack format of a manufacturer;
• using a computer vision algorithm, segment the design into a plurality of panels;
• determine mathematical descriptions of the plurality of panels;
• using a machine learning model, generate a plurality of attribute values corresponding to a manufacturer-specific plurality of attributes described in the tech pack format, wherein the attribute values provide manufacturer-specific instructions for garment production, and wherein the plurality of attribute values comprise descriptions of notions or a description of a material of the garment;
• using the mathematical descriptions of the plurality of panels, generate a technical sketch of the garment;
• and
• generate a tech pack comprising the plurality of attribute values and the technical sketch of the garment, wherein the tech pack is usable by the manufacturer to produce the garment.

A non-transitory computer-readable storage medium comprising instructions that, when executed by a processor, cause the processor to:

• receive a design of a garment;
• receive a tech pack format of a manufacturer;
• apply a computer vision algorithm to the design to identify a plurality of panels;
• determine mathematical descriptions of the plurality of panels;
• using a machine learning model, generate a plurality of attribute values corresponding to a manufacturer-specific plurality of attributes described in the tech pack format, wherein the attribute values provide manufacturer-specific instructions for garment production, and wherein the plurality of attribute values comprise descriptions of notions or a description of a material of the garment;
• using the mathematical descriptions of the plurality of panels, generate a technical sketch of the garment;
• and
• generate a tech pack comprising the plurality of attribute values and the technical sketch of the garment, wherein the tech pack is usable by the manufacturer to produce the garment.