Tool for design and fabrication of knitted components
Computer based systems and methods for designing and manufacturing consumer products, including knit footwear uppers, and the like. The system provides digital controls for the customization of knitted components, including complex multi-structured knitted components. The system simulates deformations of knit structures and allows the user to control and visualize compensations in the structure(s) of the knitted component to better match between an intended knit design and the actual physical knitted component outcome. They system may manufacture/fabricate a knitted component based on the predicted/estimated deformation behavior of the knit.
1. A method, comprising:
determining, by a computing device, and based on design input data and knit structure information, an allocation of one or more first knitted structures of a knit design;
determining one or more modifications to the one or more first knitted structures to compensate for a deformation associated with the knit design, wherein the one or more modifications comprise duplicating one or more rows of the one or more first knitted structures;
generating, by the computing device and based on the one or more modifications, one or more output files indicating a plurality of knitting instructions associated with the knit design; and
sending the one or more output files to a knitting machine for manufacturing a knitted component.
2. The method of claim 1 , wherein the design input data comprises at least one of a set of visual attributes and a set of physical attributes associated with the knit design.
3. The method of claim 1 , further comprising:
determining, by the computing device and based on a plurality of grayscale images associated with the design input data, a distribution of the one or more first knitted structures of the knit design.
4. The method of claim 1 , wherein determining the allocation of the one or more first knitted structures of the knit design is based on a grayscale tone level associated with the design input data.
5. The method of claim 1 , wherein determining the allocation of the one or more first knitted structures further comprises:
receiving, via a user interface, user input selections for allocating the one or more first knitted structures to the knit design.
6. The method of claim 1 , further comprising:
determining, by the computing device, the deformation associated with the knit design.
7. The method of claim 1 , wherein determining the one or more modifications to the one or more first knitted structures further comprises:
determining, based on one or more compensation routines, a plurality of predicted compensation results corresponding to the knit design; and
determining, based on scores associated with the plurality of predicted compensation results, a compensation routine, of the one or more compensation routines, to compensate for the deformation.
8. The method of claim 1 , wherein determining the allocation of the one or more first knitted structures of the knit design further comprises:
generating, by the computing device and based on the knit design, a matrix data structure indicating a plurality of knitting instructions for a knitting machine; and
distributing, to the matrix data structure, a plurality of rubrics associated with the one or more first knitted structures.
9. The method of claim 1 , further comprising:
determining first aspect ratios associated with the one or more first knitted structures;
determining, via one or more compensation routines, one or more second knitted structures; and
determining scores for the one or more first knitted structures, based on a comparison of the first aspect ratios and second aspect ratios, wherein the second aspect ratios are associated with the one or more second knitted structures.
10. The method of claim 9 , further comprising:
determining, based on the scores associated with the one or more first knitted structures, a compensation routine, of the one or more compensation routines, for the knit design.
11. A non-transitory machine readable medium storing instructions that, when executed, cause a computing device to:
determine, based on design input data and knit structure information, an allocation of one or more knitted structures of a knit design;
determine one or more modifications to the one or more knitted structures to compensate for a deformation associated with the knit design, wherein the one or more modifications comprise duplicating one or more rows of the one or more knitted structures;
generate, based on the one or more modifications, one or more output files indicating a plurality of knitting instructions associated with the knit design; and
send the one or more output files to a knitting machine for manufacturing a knitted component.
12. The non-transitory machine readable medium of claim 11 , wherein the design input data comprises a raster image.
13. The non-transitory machine readable medium of claim 11 , wherein the design input data comprises a set of visual attributes and a set of physical attributes associated with the knit design.
14. The non-transitory machine readable medium of claim 11 , wherein determining the allocation of the one or more knitted structures of the knit design corresponds to a grayscale tone level associated with the design input data.
15. The non-transitory machine readable medium of claim 11 , wherein the instructions, when executed, further cause the computing device to:
determine the deformation associated with the knit design.
16. The non-transitory machine readable medium of claim 11 , wherein the instructions, when executed, further cause the computing device to determine the one or more modifications to the one or more knitted structures by:
determining, based on one or more compensation routines, a plurality of predicted compensation results corresponding to the knit design; and
determining one or more redistribution forces in the knitted component, based on scores associated with the plurality of predicted compensation results, a compensation routine, of the one or more compensation routines, to compensate for the deformation.
17. The non-transitory machine readable medium of claim 11 , wherein the instructions, when executed, further cause the computing device to determine the allocation of the one or more knitted structures of the knit design by:
generating, based on the knit design, a matrix data structure indicating a plurality of knitting instructions for a knitting machine; and
distributing, to the matrix data structure, a plurality of rubrics associated with the one or more knitted structures.
18. An apparatus comprising:
one or more processors; and
memory storing instructions that, when executed, cause the apparatus to:
determine, based on design input data and knit structure information, an allocation of one or more knitted structures of a knit design;
determine one or more modifications to the one or more knitted structures to compensate for a deformation associated with the knit design, wherein the one or more modifications comprise duplicating one or more rows of the one or more knitted structures;
generate, based on the one or more modifications, one or more output files indicating a plurality of knitting instructions associated with the knit design; and
send the one or more output files to a knitting machine for manufacturing a knitted component.
19. The apparatus of claim 18 , wherein the instructions, when executed, further cause the apparatus to:
determine the deformation associated with the knit design.
20. The apparatus of claim 18 , wherein the instructions, when executed, further cause the apparatus to determine the one or more modifications to the one or more knitted structures by:
determining, based on one or more compensation routines, a plurality of predicted compensation results corresponding to the knit design; and
determining, based on scores associated with the plurality of predicted compensation results, a compensation routine, of the one or more compensation routines, to compensate for the deformation.
21. The apparatus of claim 18 , wherein the instructions, when executed, further cause the apparatus to determine the allocation of the one or more knitted structures of the knit design by:
generating, based on the knit design, a matrix data structure indicating a plurality of knitting instructions for a knitting machine; and
distributing, to the matrix data structure, a plurality of rubrics associated with the one or more knitted structures.