Developing an intelligent sizing algorithm for female apparel
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Senior Coder| ios Apps development | Android Apps development| laravel | Augmented Reality
Raipur
548700372210442659664984119374414163941632364165286417772031790327
Description
Experience Level: Intermediate
I am looking for help from a statistics point of view, in support of a new business I am starting right now.
In a nutshell, we aim to revolutionise the way women shop. We offer a simple and interactive platform where women can buy tailor-made clothing online, without having to physically visit a tailor shop and get measured. To do so, we need to develop an "intelligent sizing algorithm", based on the statistical distributions of various body measurements of female of various age and ethnicities. The idea is that a customer will first provide their height and weight, then answer up to 6 follow-up questions, and the algorithm will calculate and output an array of their body measurements as accurately as possible. These measurements will then be used by our tailors in HK to produce the made-to-order pieces for them. I have outlined my reasoning in the attached slide.
In terms of deliverables, please see below a high level scope:-
- Analysing and confirming feasibility of developing said algorithm
- Defining the data required to develop said algorithm
- Developing the intelligent sizing algorithm for initial testing
- Refining the algorithm for further testing
The algorithm should also take into account how body measurements of women classified as "petite" / "tall" / "curvy" will deviate from "standard" sized female.
I am also guided by you regarding hours required and quote for this job. Look forward to hearing from you and many thanks in advance.
Krystal
In a nutshell, we aim to revolutionise the way women shop. We offer a simple and interactive platform where women can buy tailor-made clothing online, without having to physically visit a tailor shop and get measured. To do so, we need to develop an "intelligent sizing algorithm", based on the statistical distributions of various body measurements of female of various age and ethnicities. The idea is that a customer will first provide their height and weight, then answer up to 6 follow-up questions, and the algorithm will calculate and output an array of their body measurements as accurately as possible. These measurements will then be used by our tailors in HK to produce the made-to-order pieces for them. I have outlined my reasoning in the attached slide.
In terms of deliverables, please see below a high level scope:-
- Analysing and confirming feasibility of developing said algorithm
- Defining the data required to develop said algorithm
- Developing the intelligent sizing algorithm for initial testing
- Refining the algorithm for further testing
The algorithm should also take into account how body measurements of women classified as "petite" / "tall" / "curvy" will deviate from "standard" sized female.
I am also guided by you regarding hours required and quote for this job. Look forward to hearing from you and many thanks in advance.
Krystal
Krystal L.
100% (8)Projects Completed
7
Freelancers worked with
7
Projects awarded
24%
Last project
28 May 2019
Hong Kong
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