Extraction of body dimensions from planar garment photographs of fitting garments
Techniques for extraction of body parameters, dimensions and shape of a customer are presented herein. A model descriptive of a garment, a corresponding calibration factor and reference garment shapes can be assessed. A garment shape corresponding to the three-dimensional model can be selected from the reference garment shapes based on a comparison of the three-dimensional model with the reference garment shapes. A reference feature from the plurality of reference features may be associated with the model feature. A measurement of the reference feature may be calculated based on the association and the calibration factor. The computed measurement can be stored in a body profile associated with a user. An avatar can be generated for the user based on the body profile and be used to show or indicate fit of a garment, as well as make fit and size recommendations.
1. A method comprising:
determining, by a computer system, a first set of garment dimensions corresponding to a first garment;
determining, by the computer system, a second set of garment dimensions corresponding to a second garment;
comparing the first set of garment dimensions to the second set of garment dimensions;
determining a reference feature measurement associated with the second garment using a calibration factor indicating the size of the second garment;
based on the comparison, determining a fit of the second garment in relation to the first garment, the fit comprising the reference feature measurement based on the calibration factor; and
causing a digital representation of the determined fit in relation to the first set of garment dimensions to be displayed on a user interface of a client device, the digital representation comprising the second garment and a derivative display cue, the derivative display cue comprising a graphical overlay positioned on top of the first garment to indicate the reference feature measurement and a difference in the determined fit between the second garment in relation to the first garment.
2. The method of claim 1 , wherein the representation of the determined fit represents a tightness or looseness of the second garment compared to the first garment.
3. The method of claim 1 , wherein at least one of the first set of garment dimensions and the second set of garment dimensions comprises user-provided measurements.
4. The method of claim 1 , further comprising:
indicating a matching size of the second garment compared to the first garment based on the determined fit.
5. The method of claim 1 , wherein the first garment is associated with a first garment type and the second garment is associated with a second garment type.
6. The method of claim 1 , wherein at least one of the first set of dimensions and the second set of dimensions is retrieved from previous purchase data associated with a user.
7. The method of claim 1 , wherein accessing the first set of garment dimensions further comprises:
accessing a three-dimensional model descriptive of the first garment.
8. A system comprising:
a memory that stores instructions; and
one or more processors configured by the instructions to perform operations comprising:
determining, by a computer system, a first set of garment dimensions corresponding to a first garment;
determining, by the computer system, a second set of garment dimensions corresponding to a second garment;
comparing the first set of garment dimensions to the second set of garment dimensions;
determining a reference feature measurement associated with the second garment using a calibration factor indicating the size of the second garment;
based on the comparison, determining a fit of the second garment in relation to the first garment, the fit comprising the reference feature measurement based on the calibration factor; and
causing a digital representation of the determined fit in relation to the first set of garment dimensions to be displayed on a user interface of a client device, the digital representation comprising the second garment and a derivative display cue, the derivative display cue comprising a graphical overlay positioned on top of the first garment to indicate the reference feature measurement and a difference in the determined fit between the second garment in relation to the first garment.
9. The system of claim 8 , wherein the representation of the determined fit represents a tightness or looseness of the second garment compared to the first garment.
10. The system of claim 8 , wherein at least one of the first set of garment dimensions and the second set of garment dimensions comprise user-provided measurements.
11. The system of claim 8 , wherein the operations further comprise:
indicating a matching size of the second garment compared to the first garment based on the determined fit.
12. The system of claim 8 , wherein the first garment is associated with a first garment type and the second garment is associated with a second garment type.
13. The system of claim 8 , wherein at least one of the first set of dimensions and the second set of dimensions is retrieved from previous purchase data associated with a user.
14. The system of claim 8 , wherein accessing the first set of garment dimensions further comprises:
accessing a three-dimensional model descriptive of the first garment.
15. A non-transitory machine-readable storage medium comprising instructions that when executed by one or more processors of a machine, cause the machine to perform operations comprising:
determining, by a computer system, a first set of garment dimensions corresponding to a first garment;
determining, by the computer system, a second set of garment dimensions corresponding to a second garment;
comparing the first set of garment dimensions to the second set of garment dimensions;
determining a reference feature measurement associated with the second garment using a calibration factor indicating the size of the second garment;
based on the comparison, determining a fit of the second garment in relation to the first garment, the fit comprising the reference feature measurement based on the calibration factor; and
causing a digital representation of the determined fit in relation to the first set of garment dimensions to be displayed on a user interface of a client device, the digital representation comprising the second garment and a derivative display cue, the derivative display cue comprising a graphical overlay positioned on top of the first garment to indicate the reference feature measurement and a difference in the determined fit between the second garment in relation to the first garment.
16. The machine-readable medium of claim 15 , wherein the representation of the determined fit represents a tightness or looseness of the second garment compared to the first garment.
17. The machine-readable medium of claim 15 , wherein at least one of the first set of garment dimensions and the second set of garment dimensions comprise user-provided measurements.
18. The machine-readable medium of claim 15 , wherein the operations further comprise:
indicating a matching size of the second garment compared to the first garment based on the determined fit.
19. The machine-readable medium of claim 15 , wherein the first garment is associated with a first garment type and the second garment is associated with a second garment type.
20. The machine-readable medium of claim 15 , wherein at least one of the first set of dimensions and the second set of dimensions is retrieved from previous purchase data associated with a user.