FORM2
THE PATENTS ACT 1970
39 OF 1970
&
The Patent Rules 2003
COMPLETE SPECIFICATION
(see sections 10 & rule 13)
1. TITLEOF THE INVENTION
2D IMAGE BASED MEASUREMENT SYSTEM
OF HUMAN BODY
2. APPLICANTS (S)
NAME NATIONALITY ADDRESS
AIVOT AI PRIVATE LIMITED INDIAN Mascots Co Work, Times Square Building,, 7th And 8th Floor, Andheri East, Mumbai, Mumbai City, Maharashtra, India, 400069
3. PREAMBLETOTHEDESCRIPTION
COMPLETE SPECIFICATION
The following specification describes the invention

2D IMAGE BASED MEASUREMENT SYSTEM OF HUMAN BODY TECHNICAL FIELD
[0001] The present disclosure relates to the measurement of dimensions
of human body parts; simply by entering a height of an individual along with side and front view images of the individual’s body.
BACKGROUND
[0002] Background description includes information that may be useful
in understanding the present disclosure. It is not an admission that any of the
information provided herein is prior art or relevant to the presently claimed
disclosure, or that any publication specifically or implicitly referenced is
prior art.
[0003] Taking physical measurement of the human body by anyone is a
cumbersome process and unsafe for a class of society and possibility of
occurrence of error in measurement is very high; specifically, for small
children and female body measurement. Hence, typical method of
measurement of human body needs to be revived, which is safe, time
saving, easy way to measure from distant place without involvement of any
other human.
[0004] Thus, the present invention accomplishes the above-described
objectives.
OBJECTS OF THE PRESENT DISCLOSURE

[0005] Some of the objects of the present disclosure, which at least one
embodiment herein satisfies are as listed herein below.
[0006] It is an object of the present invention is to provide a simple and
easy way to measure the human body from distant place without
involvement of any other human.
[0007] It is yet another object of the present disclosure to provide a safe
and time saving way of measurement of body parts from any location with
minimal inputs as height and side and front view image of the body to be
measured.
SUMMARY
[0008] The present disclosure relates to present invention relates to the
measurement of human body parts; simply by entering the height along with
side and front view image of the body. More specifically, the present
invention relates to measurement of human parts which in a safe manner
that is also time saving.
[0009] The present invention enables a person to measure his/her own
body parts himself/herself, which results in time saving and improved safety
without involvement of the any external human in measurement.
[0010] In an aspect, a system for measurement of dimensions of human
body, the system comprising: an image capturing unit, said image capturing
unit configured with a processor, the processor being operatively coupled to
a memory and a server, the server storing set of data pertaining to pre-

defined parameter of one or more body parts, said memory storing
instructions which when executed by the processor enable the processor to:
identify, from the captured image a body part data; analyze and predict,
based on the set of data stored in the server, the dimension of identified
body part data.
[0011] In an embodiment, the system further comprises a display screen
to display a measured value of the identified body part based on stored
values in the server.
[0012] In yet another embodiment, the system is further configured to
superimpose a cloth selected by the user on the identified body part based
on the measured value of the identified body part and a known value of
dimensions of the cloth.
[0013] In yet another aspect, a method for measurement of dimensions
of human body, the method comprising: receiving one or more parameters
of the individual by an input unit; processing the one or more parameters by
a processing unit that is coupled to the input unit; generating first and
second measured parameters by the processing unit, upon processing the
one or more parameters; displaying to the individual, upon receipt of the
first and second measured parameters by a display unit an image to assist
with identifying the measured dimensions of the body part.
[0014] In yet another embodiment, the first and second parameters
pertain to a length and a width of the identified body part.

[0015] In yet another embodiment, the method comprises
superimposing a cloth selected by the user on the identified body part based on the measured value of the identified body part and a known value of dimensions of the cloth.
BRIEF DESCRIPTION OF THE ACCOMPANYING DRAWINGS
[0016] The accompanying drawings are included to provide a further
understanding of the present disclosure, and are incorporated in and
constitute a part of this specification. The drawings illustrate exemplary
embodiments of the present disclosure and, together with the description,
serve to explain the principles of the present disclosure.
[0017] The diagrams described herein are for illustration only, which
thus are not limitations of the present disclosure, and wherein:
[0018] FIG. 1 illustrates is an exemplary implementation of the system
illustrating the various components of the system.
[0019] FIG. 2 which is an exemplary implementation of the claimed
system for measuring the dimensions of a foot of the user.
[0020] FIG. 3 illustrates an exemplary flowchart of a method of
measuring body part length of the individual.
DETAILED DESCRIPTION
[0021] In the following description, numerous specific details are set
forth in order to provide a thorough understanding of embodiments of the present invention. It will be apparent to one skilled in the art that

embodiments of the present invention may be practiced without some of
these specific details.
[0022] If the specification states a component or feature “may”, “can”,
“could”, or “might” be included or have a characteristic, that particular
component or feature is not required to be included or have the
characteristic.
[0023] As used in the description herein and throughout the claims that
follow, the meaning of “a,” “an,” and “the” includes plural reference unless
the context clearly dictates otherwise. Also, as used in the description
herein, the meaning of “in” includes “in” and “on” unless the context clearly
dictates otherwise.
[0024] While embodiments of the present invention have been
illustrated and described in the accompanying drawings, the embodiments
are offered only in as much detail as to clearly communicate the disclosure
and are not intended to limit the numerous equivalents, changes, variations,
substitutions and modifications falling within the spirit and scope of the
present disclosure as defined by the appended claims.
[0025] Groupings of alternative elements or embodiments of the
invention disclosed herein are not to be construed as limitations. Each
group member can be referred to and claimed individually or in any
combination with other members of the group or other elements found
herein. One or more members of a group can be included in, or deleted

from, a group for reasons of convenience and/or patentability. When any such inclusion or deletion occurs, the specification is herein deemed to contain the group as modified thus fulfilling the written description of all groups used in the appended claims.
[0026] Each of the appended claims defines a separate invention, which
for infringement purposes is recognized as including equivalents to the various elements or limitations specified in the claims. Depending on the context, all references below to the "invention" may in some cases refer to certain specific embodiments only. In other cases it will be recognized that references to the "invention" will refer to subject matter recited in one or more, but not necessarily all, of the claims.
[0027] Various terms as used herein are shown below. To the extent a
term used in a claim is not defined below, it should be given the broadest definition persons in the pertinent art have given that term as reflected in printed publications and issued patents at the time of filing.
[0028] The terminology used in the description presented below is intended to be interpreted in its broadest reasonable manner, even though it is being used in conjunction with a detailed description of certain specific embodiments of the disclosure. Certain terms may even be emphasized below; however, any terminology intended to be interpreted in any restricted manner will be overtly and specifically defined as such in this Detailed Description section.

[0029] In an embodiment, a body measurement prompt to capture measurement in any integrated e-com or a web based online platform may be done by capturing two full side and front view photographs. A prompt may be displayed to the user that shows the instruction to take just two full front view & side view photograph or upload and enter your height for capturing an accurate measurement. The user can follow the instruction to complete the process.
[0030] In an embodiment, the system uses AI computer vision segmentation to capture accurate body measurement which requires for made to measure apparels such as neck, shoulder, chest, hands length, waist, hip, inseam, thigh, knee, ankle, etc. In an embodiment, a front view and a side view of an individual may be provided to the system.
[0031] In an exemplary embodiment, the system provides accurate results with a +/- 5 mm tolerance range. The measurement model can be trained with as many images as possible. In a particular embodiment, over 4 million images were used for training to reach an accuracy with +/- 5mm tolerance [0032] Referring now to FIG. 1 which is an exemplary implementation of the system illustrating the various components of the system.
[0033] In an embodiment, the processing unit (104) can include one or more processor(s). The one or more processor(s) can be implemented as one or more microprocessors, microcomputers, microcontrollers, digital signal processors, central processing units, logic circuitries, and/or any devices that

manipulate data based on operational instructions. Among other capabilities, the one or more processor(s) can be configured to fetch and execute computer-readable instructions stored in a memory of the control unit. The memory can store one or more computer-readable instructions or routines, which may be fetched and executed to create or share the data units over a network service. The memory can include any non-transitory storage device including, for example, volatile memory.
[0034] The system 100 includes a user image 120 that is input into the system through an image capturing means. A network 130 connects the image capturing means with a user mobile computing device 140. The processor 104 may be hosted within the user mobile computing device. [0035] Additionally, the memory can be random access memory (RAM) and non-volatile memory, which can include a read only memory (ROM) and may include some form of memory storage, such as a CD-ROM, a magnetic tape, a floppy disc, an optical data storage device, and the like. These memory devices are bi-directionally coupled to CPU. Such storage devices are well known in the art. In addition, the machine instructions and data are temporarily loaded into RAM from non-volatile memory. Also stored in the non-volatile memory are operating system software and ancillary software.
[0036] In an embodiment, the processing unit (104) can be communicatively coupled to a mobile computing device (not shown)

through a communication network (not shown). Further, the communication
network can facilitate wireless internet technology to establish
communication between the system (100) and the mobile computing device.
Examples of such wireless internet technology include Wireless LAN
(WLAN), Wireless Fidelity (Wi-Fi), Wi-Fi Direct, Digital Living Network
Alliance (DLNA), Wireless Broadband (WiBro), Worldwide
Interoperability for Microwave Access (WiMAX), High-Speed Downlink Packet Access (HSDPA), HSUPA (High-Speed Uplink Packet Access), Long Term Evolution (LTE), LTE-A (Long Term Evolution-Advanced), and the likes.
[0037] Additionally, the communication network can be configured to
facilitate short-range communication. For example, short-range
communication can be supported using at least one of Bluetooth, Radio Frequency Identification (RFID), Infrared Data Association (IrDA), Ultra-Wideband (UWB), ZigBee, Near Field Communication (NFC), Wireless-Fidelity (Wi-Fi), Wi-Fi Direct, Wireless USB (Wireless Universal Serial Bus), and the like.
[0038] Referring now to FIG. 2 which is an exemplary implementation of the claimed system for measuring the dimensions of a foot of the user. In an embodiment, a single photograph of the body part of the user, such as a foot of the user may be used. 150 is an exemplary implementation of the system to measure a dimension of the foot of the user. A foot image 160 may be

input into the system. The system 150, after analysis and prediction returns
an image 170 showing the trial of a dress material such as a sock on the
foot.
[0039] In another embodiment, the system may be used to determine the
application/superposition of a dress/cloth on a user’s torso, lower body,
head, face and the like.
[0040] In an exemplary embodiment, the photograph may be taken to obtain
the top view keeping the user’s foot on a blank paper or an A4 size paper
aligning bottom edge of foot and paper. With these inputs, the processor,
with the help of the server and the memory, enables the AI engine to
calculate length and width of the input foot image to get an accurate sizing
data. or can be used for custom-made shoes. We use computer vision
segmentation process to determine the length and width with our AI model
which is been trained over 500,000 images of human foot, during
development phase and reached the accuracy with 1mm tolerance.
[0041] FIG. 3 illustrates an exemplary flowchart of a method (200) for
measuring body part length of the individual. The method (200) includes
following steps: -
[0042] - receiving (202) one or more parameters of the individual by an
input unit or an image capturing unit. The input unit can be a camera or any
image capturing device.

[0043] - processing (204) the one or more parameters by a processing unit
(104) that is coupled to the input unit (102).
[0044] - generating (206) first and second measured parameters by the
processing unit (104), upon processing the one or more parameters. The first
and second measure parameters may pertain to one of the length and width
of the body part.
[0045] – displaying to the individual, upon receipt of the first and second
measured parameters by a display unit (106) an image to assist with
identifying the measured dimensions of the body part.
[0046] As used herein, and unless the context dictates otherwise, the term
"coupled to" is intended to include both direct coupling (in which two
elements that are coupled to each other contact each other) and indirect
coupling (in which at least one additional element is located between the
two elements). Therefore, the terms "coupled to" and "coupled with" are
used synonymously. Within the context of this document terms "coupled to"
and "coupled with" are also used euphemistically to mean
“communicatively coupled with” over a network, where two or more
devices are able to exchange data with each other over the network, possibly
via one or more intermediary device.
[0047] The teachings of the invention provided herein can be applied to
other systems, not necessarily the system described above. The elements
and acts of the various embodiments described above can be combined to

provide further embodiments. Any patents and applications and other references noted above, including any that may be listed in accompanying filing papers, are incorporated herein by reference. Aspects of the invention can be modified, if necessary, to employ the systems, functions, and concepts of the various references described above to provide yet further embodiments of the invention.
[0048] These and other changes can be made to the invention in light of the above Detailed Description. While the above description describes certain embodiments of the invention, and describes the best mode contemplated, no matter how detailed the above appears in text, the invention can be practiced in many ways. Details of the data collection and processing system may vary considerably in its implementation details, while still being encompassed by the invention disclosed herein. As noted above, particular terminology used when describing certain features or aspects of the invention should not be taken to imply that the terminology is being redefined herein to be restricted to any specific characteristics, features, or aspects of the invention with which that terminology is associated. In general, the terms used in the following claims should not be construed to limit the invention to the specific embodiments disclosed in the specification, unless the above Detailed Description section explicitly defines such terms. Accordingly, the actual scope of the invention

encompasses not only the disclosed embodiments, but also all equivalent ways of practicing or implementing the invention under the claims. [0049] While certain aspects of the invention are presented below in certain claim forms, the inventors contemplate the various aspects of the invention in any number of claim forms. For example, a number of aspects of the invention may be embodied in a computer-readable medium. Accordingly, the inventors reserve the right to add additional claims after filing the application to pursue such additional claim forms for other aspects of the invention.
[0050] The terms, descriptions and figures used herein are set forth by way of illustration only. Many variations are possible within the spirit and scope of the subject matter, which is intended to be defined by the following claims and their equivalents in which all terms are meant in their broadest reasonable sense unless otherwise indicated.
[0051] While the foregoing describes various embodiments of the invention, other and further embodiments of the invention may be devised without departing from the basic scope thereof. The scope of the invention is determined by the claims that follow. The invention is not limited to the described embodiments, versions or examples, which are included to enable a person having ordinary skill in the art to make and use the invention when combined with information and knowledge available to the person having ordinary skill in the art.

We claim:
1. A system for measurement of dimensions of human body, the system
comprising:
an image capturing unit, said image capturing unit configured with a processor, the processor being operatively coupled to a memory and a server, the server storing set of data pertaining to pre-defined parameter of one or more body parts, said memory storing instructions which when executed by the processor enable the processor to:
identify, from the captured image a body part data;
analyze and predict, based on the set of data stored in the server, the dimension of identified body part data.
2. The system as claimed in claim 1, wherein the system further comprises a display screen to display a measured value of the identified body part based on stored values in the server.
3. The system as claimed in claim 1, wherein the system is further configured to superimpose a cloth selected by the user on the identified body part based on the measured value of the identified body part and a known value of dimensions of the cloth.
4. A method for measurement of dimensions of human body, the method comprising:

receiving (202) one or more parameters of the individual by an input unit;
processing (204) the one or more parameters by a processing unit (104) that is coupled to the input unit;
generating (206) first and second measured parameters by the processing unit (104), upon processing the one or more parameters;
displaying to the individual, upon receipt of the first and second measured parameters by a display unit (106) an image to assist with identifying the measured dimensions of the body part.
5. The method as claimed in claim 4, wherein the first and second
parameters pertain to a length and a width of the identified body part.
6. The method as claimed in claim 4, wherein the method comprises
superimposing a cloth selected by the user on the identified body part based
on the measured value of the identified body part and a known value of
dimensions of the cloth.