final year report project.docx computer engineering projects 2024-2025

Computer engineering projects 2024-2025

1. Brahmdevdada Mane Institute of
Technology Solapur.
Affiliated to Punyashlok Ahilyadevi Holkar Solapur University, Solapur
Department Of Computer Science & Engineering
Academic Year: 2024-25
Final Year Project Report
“3D Body Scanning for Custom Tailoring”
Submitted By
1.Kishori Jagtap Seat No:171985
2.Shraddha Gurav Seat No:171979
3.Prerna Gaikwad Seat No:171977
4.Priyanka Rathod Seat No:172001
Under the Guidance Of
Mr. S. A. Awatade
Assistant Professor
CSE, BMIT.

2. Kai. Amdar Brahmdevdada Mane Shikshan Va Samajik Prathishthan, Belati Sanchalit
BRAHMDEVDADA MANE INSTITUTE OF TECHNOLOGY, SOLAPUR
Approved by AICTE, New Delhi, DTE and Govt. of Maharashtra,
Affiliated to Punyashlok Ahilyadevi Holkar Solapur University, Solapur
Accredited by National Assessment and Accreditation Council, Bangalore (NAAC)
CERTIFICATE
This is to certify that the project report titled “3D Body Scanning for Custom
Tailoring” is a Bonafide work carried out by Shraddha Suryakant Gurav (171979) under
my supervision and guidance in partial fulfilment of the requirements for the award of the
degree of Bachelor of Technology in Computer Science and Engineering from
Brahmdevdada Mane Institute of Technology.
The project has been carried out during the academic year 2024–2025 and has not been
submitted elsewhere for the award of any other degree.

Prof. S A Awatade Prof. S S Kirte
(Project Guide) (Project Coordinator)
Prof. U S Dodmise Prof. R D Kulkarni
(HOD CSE) (Principal)

Examiner Name Sign
External Examiner
Internal Examiner
Date

3. Kai. Amdar Brahmdevdada Mane Shikshan Va Samajik Prathishthan, Belati Sanchalit
BRAHMDEVDADA MANE INSTITUTE OF TECHNOLOGY, SOLAPUR
Approved by AICTE, New Delhi, DTE and Govt. of Maharashtra,
Affiliated to Punyashlok Ahilyadevi Holkar Solapur University, Solapur
Accredited by National Assessment and Accreditation Council, Bangalore (NAAC)
DECLARATION
We, the undersigned, hereby declare that the project entitled “3D Body Scanning for
Custom Tailoring” submitted in partial fulfilment of the requirements for the award of the
degree of Bachelor of Technology in Computer Science and Engineering to
Brahmdevdada Mane Institute of Technology, is a record of our own original work carried
out under the guidance and supervision of Prof. S A Awatade, Assistant Professor,
Department of Computer Science.
We affirm that this work is entirely our own and has not been plagiarized or copied from any
source. All sources of information, including books, websites, and published papers, have
been duly acknowledged and referenced as per academic standards.
We further declare that this project has not been submitted, in full or in part, to any other
institution or university for the award of any other degree, diploma, certificate, or other
academic qualification.
We take full responsibility for the content of this report and understand that any violation of
academic integrity policies may result in disciplinary action as deemed appropriate by the
institution.
Place: Solapur.
Date:
Roll. No Group Members Signature
27 Kishori Kailas Jagtap
14 Prerna Nagendra Gaikwad
19 Shraddha Suryakant Gurav
47 Priyanka Ramchandra Rathod

4. Kai. Amdar Brahmdevdada Mane Shikshan Va Samajik Prathishthan, Belati Sanchalit
BRAHMDEVDADA MANE INSTITUTE OF TECHNOLOGY, SOLAPUR
Approved by AICTE, New Delhi, DTE and Govt. of Maharashtra,
Affiliated to Punyashlok Ahilyadevi Holkar Solapur University, Solapur
Accredited by National Assessment and Accreditation Council, Bangalore (NAAC)

Acknowledgement
We take this opportunity to express our profound gratitude and deep appreciation to all those
who have contributed directly or indirectly to the successful completion of this project titled
“3D Body Scanning for Custom Tailoring” The journey of this project has been both
intellectually enriching and personally rewarding.
First and foremost, We would like to sincerely thank our esteemed project guide, Prof. S A
Awatade Assistant Professor, Department of Computer Science, Brahmdevdada Mane
Institute of Technology, for his invaluable guidance, insightful suggestions, and constant
encouragement throughout the project. His expertise, patience, and unwavering support have
been instrumental in shaping the direction of this project and ensuring its successful
execution.
We also convey our gratitude to Project Coordinator Prof. S S Kirte, Assistant Professor CSE
for having constantly monitored the development of the project and setting precise deadlines.
We extend our heartfelt thanks to the Vice Principal Prof. S G Kulkarni, Head of the
Department, Prof. U S Dodmise, for her continuous support, and for facilitating all
necessary permissions and resources to carry out this work. Her leadership and vision for
excellence in academic projects have greatly inspired us.
Our sincere thanks also go to all faculty members of the Department of Computer Science,
whose teachings and encouragement have built a strong foundation for the technical
knowledge applied in this project. We are grateful for their constructive feedback during
reviews and presentations.
We are thankful to the technical staff and laboratory assistants, whose cooperation in
providing access to lab facilities and troubleshooting support made the development and
testing phases smoother and more efficient.
A special note of appreciation to our classmates and friends for their moral support, helpful
feedback, and collaborative spirit. Their shared discussions and suggestions helped us view
challenges from multiple perspectives and improved our overall approach.
Last but not least, we express our deepest gratitude to our families for their unwavering
support, motivation, and understanding throughout the course of this project. Their
encouragement kept us focused and driven even during the most challenging phases.
This project would not have been possible without the collective support of all the above-
mentioned individuals. We are truly grateful for the opportunity to work on this project and
for the learning experiences it provided.

5. Abstract
Accurate body measurements are essential for creating well-fitted garments.
Traditional methods of taking measurements can be time-consuming, prone to
error, and inconsistent. With advancements in 3D scanning technology, it is
now possible to capture precise body dimensions quickly and efficiently. This
paper explores the application of 3D body scanning in the field of custom
tailoring. It highlights how 3D scanners can generate detailed body models,
extract accurate anthropometric data, and streamline the garment fitting process.
The study also discusses the benefits of using 3D scanning for both customers
and tailors, including improved fit, reduced alterations, and enhanced user
experience. Finally, the paper reviews current tools and technologies in the
market, and identifies challenges and future opportunities in integrating 3D
body scanning into the tailoring industry.

6. Table of Contents
S N Content Page No.
1
Introduction 1
2
System Analysis 2
3
Requirements Specification 3
4
System Design 4-5
5
Implementation 6-13
6
Testing 14
7
Results 15
8
Conclusion 16
9
Future Scope 17-18
10
References 19
11
Appendices 20

7. 1.Introduction
Clothing fit plays a significant role in both comfort and appearance. In the tailoring
industry, achieving a perfect fit depends heavily on precise body measurements.
Traditionally, tailors have relied on manual measuring techniques using tapes and
experience. While effective to an extent, these methods are time-consuming, prone to
human error, and often inconsistent, especially when applied across a wide range of body
types and garment styles.
With the advancement of digital technologies, 3D body scanning has emerged as a
powerful tool for obtaining accurate and detailed human body measurements. By
capturing the shape and dimensions of the body in three dimensions, 3D scanners can
generate a virtual model that allows tailors and designers to work with exact body
proportions. This not only improves garment fit but also reduces the need for multiple
fittings and alterations.
In recent years, 3D scanning has gained popularity in fields such as fashion technology,
sportswear, healthcare, and virtual reality. For custom tailoring, this technology offers an
efficient, contactless, and highly accurate alternative to traditional measuring methods. It
also opens the door to mass customization, where garments can be tailored to individuals
at scale without the need for in-person fittings.
This paper explores the role of 3D body scanning in custom tailoring. It discusses the
working principles of 3D scanners, their benefits, challenges in adoption, and the future
potential of integrating scanning technology into modern tailoring practices.
1

8. 2.System Analysis
Existing System
A smart tailoring solution that leverages 3D body scanning to automate and personalize
garment fitting. It replaces manual measurement and trial processes with digital accuracy and
efficiency.
Limitations
Initial setup cost for scanning equipment

Requires user trust in technology

Varying scan quality due to lighting/environment

Privacy and data security concerns

Proposed System
To develop an intelligent and fully digital platform that:
Uses 3D body scanning to capture precise measurements,
Automatically generates custom-fit garment patterns,
Allows virtual fittings and customer approvals,
Facilitates efficient and personalized garment production.
2

9. 3.Requirements Specification
Functional Requirements
3D Body Scanning
Measurement Extraction
Virtual Avatar & Try-On
Pattern Customization
Style and Garment Selection
Non-Functional Requirements
Performance
Usability
Security
Scalability
Availability
Software & Hardware
Frontend: HTML, CSS, JS
Backend: Python (Django)
Database: SQL
Tools: VS Code, Git
3

10. 4.System Design
Diagrams
Flowchart
Use case
4

11. ER Diagram
5

12. 5.Implementation
User Authentication- sign up or login or register
3D Body Scanning- Use phone camera or ARCore
Display Avatar
Select Garment & Customize- Showing Cloths


User installs the app
Takes scan using the phone

App sends scan to backend

Backend calculates measurements

User picks garment & custom options

User places order

Tailor receives measurements + style

Garment is made and shipped

6

13. Register page code
<!DOCTYPE html>
<html lang="en">
<head>
  <meta charset="UTF-8">
  <title>Registration Form</title>
  <style>
    body {
      font-family: Arial, sans-serif;
      background: #f2f2f2;
      padding: 20px;
    }
    .form-container {
      background: white;
      padding: 20px;
      max-width: 400px;
      margin: auto;
      border-radius: 8px;
      box-shadow: 0 2px 5px rgba(0,0,0,0.1);
    }
    input[type="text"], input[type="email"], input[type="password"] {
      width: 100%;
      padding: 10px;
      margin: 8px 0;
      box-sizing: border-box;
    }
    input[type="submit"] {
      background-color: #4CAF50;
      color: white;
7

14. padding: 10px;
      width: 100%;
      border: none;
      border-radius: 4px;
      cursor: pointer;
    }
    input[type="submit"]:hover {
      background-color: #45a049;
    }
  </style>
</head>
<body>
  <div class="form-container">
    <h2>Register</h2>
    <form action="register.php" method="POST">
      <label for="fullname">Full Name</label>
      <input type="text" id="fullname" name="fullname" required>
      <label for="email">Email</label>
      <input type="email" id="email" name="email" required>
      <label for="password">Password</label>
      <input type="password" id="password" name="password" required>
      <input type="submit" value="Register">
      <a href="index.html">Measure</a>
    </form>
  </div>
</body>
</html>
8

15. Screenshot
Body Visualize code
<!doctype html>
<html lang="en">
    <head>
        <title>BodyVisualiser</title>
        <meta charset="utf-8">
        <meta name="viewport" content="width=device-width, user-scalable=no, minimum-
scale=1.0, maximum-scale=1.0">
        <link rel="stylesheet" type="text/css" href="css/style.css">
    </head>
    <body>
        <div id="info">BodyVisualiser for Valentina Project</div>
        <div id="info"><a href="female.html">Switch to female body</a></div>
9

16. <div id="info"><a href="kid.html">Switch to kid's body</a></div>
        <div id="container"></div>
        <script src="js/three.js"></script>
        <script src="js/UCSCharacter.js"></script>
        <script src='js/data.gui.js'></script>            
        <script src="js/orbit.js"></script>     
        <script>           
            var SCREEN_WIDTH = window.innerWidth;
            var SCREEN_HEIGHT = window.innerHeight;
            var container;
            var camera, scene;
            var renderer;
            var mesh;
            var mouseX = 0, mouseY = 0;
            var windowHalfX = window.innerWidth / 2;
            var windowHalfY = window.innerHeight / 2;
            var clock = new THREE.Clock();
            var gui, skinConfig, morphConfig;
            init();
            animate ();
            function init () {
                container = document.getElementById('container');
                camera = new THREE.PerspectiveCamera(30, window.innerWidth /
window.innerHeight, 1, 100000);
                camera.position.set(-9.50,3028.228,3324.432);
                scene = new THREE.Scene();
                // LIGHTS
10

17. var light = new THREE.DirectionalLight(0xffffff, 1);
                light.position.set (0, -1, 0);
                light.position.set (13, 5, 0);
                scene.add(light);
                // RENDERER
                renderer = new THREE.WebGLRenderer ({antialias: true});
                renderer.setSize(SCREEN_WIDTH, SCREEN_HEIGHT);
                renderer.setClearColor(0xffffff);
                container.appendChild (renderer.domElement);
                // CHARACTER
                character = new THREE.prototype();
                character.onLoadComplete = function () {
                    console.log ("Load Complete");
                    console.log (character.numSkins + " skins and " + character.numMorphs + "
morphtargets loaded.");
                    gui = new dat.GUI ();
                    setupMorphsGUI ();
                    gui.width = 300;
                    gui.open();
                }
                var loader = new THREE.XHRLoader();
                loader.load("models/skinned/testconfig.json", function (text) {
                    var config = JSON.parse(text);
                    character.loadParts(config);
                    scene.add(character.root);
                } );
                window.addEventListener('resize', onWindowResize, false);
11

18. controls = new THREE.OrbitControls(camera, renderer.domElement );
                controls.center.set (0, 3000, 0);
                controls.addEventListener('change', render);
            }
            function setupMorphsGUI () { 
                var morphGui = gui.addFolder("Morphs");
                morphConfig = {};
                var morphCallback = function(index) {
                    return function () {
                        character.updateMorphs(morphConfig);
                    }
                }
                for (var i = 0; i < createracter.numMorphs; i ++) {
                    var morphName = character.morphs[ i]; 
                    morphConfig[morphName] = character.morphslimit[ i];
                }
                for (var i = 0; i < character.numMorphs; i ++) { 
                    morphGui.add (morphConfig, character.morphs[ i]). Min
( character.morphslowlimit[ i ] ).max(character.morphshighlimit[ i ]).onChange( morphCallb
ack( i ) );
                }
                morphGui.open();
            }
            function onWindowResize() {
                windowHalfX = window.innerWidth / 2;      
                windowHalfY = window.innerHeight / 2;
                camera.aspect = window.innerWidth / window.innerHeight;
12

19. camera.updateProjectionMatrix();
                renderer.setSize( window.innerWidth, window.innerHeight );
            }
            function animate() {         
                requestAnimationFrame( animate );
                controls.update();
                render();
            }
            function render() { 
                renderer.render( scene, camera );
            }
        </script>
    </body>
</html>
Screenshot
13

20. 6.Testing
Test Case Expected Result Actual Result Status
Load page with valid
config file
3D model loads and
is displayed
3D model loads and
is displayed
Pass
Use orbit controls to
rotate model
Model rotates
smoothly
Model rotates
smoothly
Pass
Use morph slider in
GUI
Model morphs in
real-time
Model morphs in
real-time
Pass
Resize browser
window
Canvas resizes and
maintains aspect
ratio
Canvas resizes
correctly
Pass
Load config file with
missing parts
Error or fallback
shown
Error shown in
console
Pass
Click "Switch to
female body" link
Navigates to
female.html
Navigates to
female.html
Pass
14

21. 6.Results
Scanning Process
The scan creates a detailed digital model (often in 3D or point cloud format) of the
person's body, capturing not only basic measurements like chest, waist, and hips but also
more intricate details such as posture, body proportions, and unique features.
Customization
This scan is then used to create a custom pattern for clothing that fits the individual's
body perfectly. Designers can use the scan data to adjust the cut, fit, and fabric choices,
ensuring that the garment will flatter the body and fit comfortably.
Technology Integration
Software solutions, often integrated with 3D body scanners, allow designers and tailors to
make real-time adjustments to patterns based on the scanned data. The digital design can
be fed directly into automated manufacturing machines or can be adjusted manually by a
tailor.
Benefits
Accuracy and Precision:
Speed
Perfect Fit
Efficiency
Personalization
Sustainability
15

22. 7. Conclusion
The 3D body scanning system for tailoring measurements represents a significant
advancement in the garment and fashion industry, offering a cutting-edge solution for
personalized clothing. By utilizing modern technologies such as 3D scanning, machine
learning, and advanced data processing, the system provides an efficient and accurate method
for capturing precise body measurements, which can be directly used in the design and
creation of custom garments.
This project addresses the growing demand for tailored clothing, eliminating the inaccuracies
and inconveniences associated with traditional measurement techniques, such as manual
taking of body measurements, and offering a faster, more comfortable experience for
customers. By leveraging various tools—such as depth sensors, point cloud processing
libraries, and 3D visualization frameworks—the system ensures that the measurement
extraction is precise and reliable.
Furthermore, the integration with garment design tools and CAD systems enables the
seamless transition from 3D body scan data to clothing patterns, ensuring that the final
garment is a perfect fit for the customer. The use of cloud platforms ensures scalability,
secure data storage, and real-time processing of user data, making the system adaptable to
different needs, whether for personal use or professional tailoring.
Overall, this project not only enhances the user experience but also offers significant benefits
for tailors, designers, and fashion retailers by improving efficiency, reducing material waste,
and ensuring higher customer satisfaction. As the technology continues to improve and
become more accessible, this 3D body scanning system could revolutionize the way custom
clothing is designed, produced, and delivered, making it more accessible to a broader
audience while maintaining the precision and craftsmanship of tailored clothing.

23. 16
8. Future Scope
1. Wider Consumer Adoption
Accessible Customization for Everyone: As the technology becomes more
affordable and widespread, custom-tailored clothing will become more accessible to
everyday consumers, not just the high-end or luxury market. Smartphone-based 3D
body scanning solutions will enable customers to scan their bodies at home, making it
easier for people to order custom-tailored clothing online, no matter where they are
located.
Virtual Fitting Rooms: Integration with virtual reality (VR) or augmented reality
(AR) technologies will allow customers to try on clothes digitally using their 3D body
scans before purchasing. This would help in reducing returns and increasing customer
satisfaction.
2. AI and Machine Learning Integration
Smart Design Adjustments: Artificial Intelligence (AI) can be used to optimize
clothing patterns based on body data.
Predictive Personalization: Machine learning algorithms could predict future sizing
and fitting needs by continuously learning from a customer’s past purchases, body
changes over time, or even their preferences regarding fit (e.g., looser vs. tighter
clothing).
Automation in Manufacturing: As body scans become increasingly precise and
detailed, AI can assist in the design and fabric selection process to ensure that
garments are made to perfection without much human intervention.
3. Advanced Materials and Smart Clothing
Integration with Smart Fabrics: 3D scanning could also be used to create clothing
that integrates with smart materials, such as temperature-regulating fabrics or textiles
that adjust to the body’s movements. For instance, a custom-tailored jacket could be

24. designed to perfectly fit the wearer’s body while also containing sensors that monitor
health or provide comfort features like temperature regulation.
Bio-Compatible Clothing: With advances in technology, custom clothing might
include sensors or even health-monitoring capabilities. A 3D body scan could help
design garments that adapt in real-time to a person’s health needs, potentially tracking
heart rate, posture, or other body metrics.
4. Blockchain for Body Data Privacy
Secure Data Management: As body data becomes increasingly valuable, there will be
a greater need for secure storage and management of 3D scans. Blockchain technology
could play a role in safeguarding consumer data, ensuring that their body scans are kept
private and used only for the intended purpose.
Ownership and Control of Data: Consumers could have full ownership of their 3D
body scan data, enabling them to control who has access to it and ensuring that it is used
responsibly.
5. Globalization of Custom Tailoring
Global Access to Local Tailoring: As 3D body scanning technology becomes more
mobile, accessible, and inexpensive, people from all around the world will be able to
enjoy the benefits of custom tailoring, even if they don't have access to local tailors or
high-end fashion houses.
Cultural and Regional Adaptation: Custom tailoring services using 3D scanning
can also adapt clothing to suit local customs, climate, and cultural trends. Tailors
could use detailed body data to craft garments that cater to the unique body types and
styling preferences of different regions.
6. Integration with E-commerce
Seamless Online Shopping: 3D body scanning will likely become integrated into e-
commerce platforms, allowing customers to scan their body, select clothes, and
purchase with the confidence that the items will fit perfectly. E-commerce platforms
will enhance their customer experience by offering better recommendations and
personalized styles based on their body data.

25. Subscription Services: Subscription-based services offering custom clothing on a
regular basis (e.g., monthly or quarterly) could be revolutionized through 3D body
scanning, where users' measurements are updated periodically and clothing is made to
fit their evolving body shape over time.18
9. References
Research Papers
1. "3D Body Scanning: A Review of Technologies and Applications" (2020) -
International Journal of Clothing Science and Technology
2. "Three-Dimensional Body Scanning: A Systematic Review" (2019) - Journal of
Fashion Technology and Management
3. "3D Body Scanning for Customized Clothing" (2018) - International Journal of
Fashion Design, Technology and Education
Books
1. "3D Body Scanning and Processing" (2019) - CRC Press
2. "Three-Dimensional Body Scanning: Applications in Anthropometry and Fashion"
(2017) - Springer
3. "3D Scanning and Printing in Fashion" (2016) - Fairchild Books
Online Resources
1. 3D Body Scanning Wikipedia Page
2. International Journal of Clothing Science and Technology - 3D Body Scanning Special
Issue
3. 3D Scanning and Printing in Fashion - Online Course (Coursera)
Link
https://3dlook.ai/mobile-tailor/?
utm_source=blog&utm_medium=button&utm_campaign=body-scanning-technology-for-
apparel#

26. 19
10. Appendices
1.List of Technologies and Equipment Used
3D Scanners-Laser Scanner
Software- size stream
Hardware- Smartphone
Data Security
2.Sample Body Measurements Captured
Measurement Description
Chest CircumferenceMeasurement around the fullest part of the chest.
Waist Circumference
Measurement around the narrowest part of the
waist.
Hip Circumference Measurement around the widest part of the hips.
Shoulder Width
Distance between the outer points of the
shoulders.
Arm Length Length from shoulder to wrist.
Inseam
Measurement from the crotch to the bottom of
the leg.
Posture Data
Information on body stance (straight, slouched,
tilted).

27. 20
Project Group Photo
Miss. Kishori Jagtap Miss. Prerna Gaikwad
Miss. Shraddha Gurav Miss. Priyanka Rathod
Guide: Prof. S A Awatade

28. 21