Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024.
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| Формат: | Дисертація |
| Мова: | English |
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Brac University
2024
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| Онлайн доступ: | http://hdl.handle.net/10361/22750 |
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10361-22750 |
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10361-227502024-07-15T05:41:07Z Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing Ani, MD Fahim Afridi Palak, Asif Zubayer Dip, Shaikh Atisha Rahbath Pramanik, Arnab Medha, Tayaba Amin Sadeque, Farig Yousuf Department of Computer Science and Engineering, Brac University Computer vision Pattern recognition Doodle sketches Human-computer interaction Human-computer interaction Doodles Pattern Recognition, Automated--methods. This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024. Cataloged from PDF version of thesis. Includes bibliographical references (page 59-61). In recent years, pattern recognition has made significant progress; as computers can now identify and classify patterns of objects from various types of visual sources. These substantial forward strides in image and pattern recognition research can help users in ways that can improve the end-user experience for a lot of applications. In our research, we would like to solve a problem that shoppers usually face: finding a clothing based product with a specific design or pattern the shopper has in mind. With the use of Computer Vision and pattern recognition, our system will be able to recognize designs etched onto the product after classifying the type of clothing from doddle sketches provided by the users and we will be able to get the optimal images or products from the internet for the users. We will be training our model by collecting doodle sketches from end users by showing them an image of a clothing product and the model will extract features by comparing similarities between the sketch and the original picture based on its shape, color, design, etc and we expect to generate a search query which will be executed to find the product which is the closest resemblance to the doodle drawn by the user. With the help of our model, shoppers will be able to find their desired cloth without the hassle of excessive browsing; thus we will be enhancing Human-Computer interaction and provide a better and easier shopping experience for shoppers. MD Fahim Afridi Ani Asif Zubayer Palak Shaikh Atisha Rahbath Dip Arnab Pramanik Tayaba Amin Medha B.Sc. in Computer Science and Engineering 2024-05-06T10:42:33Z 2024-05-06T10:42:33Z 2024 2024-01 Thesis ID 20101103 ID 20101179 ID 20101241 ID 20101110 ID 19301035 http://hdl.handle.net/10361/22750 en Brac University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 70 pages application/pdf Brac University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| topic |
Computer vision Pattern recognition Doodle sketches Human-computer interaction Human-computer interaction Doodles Pattern Recognition, Automated--methods. |
| spellingShingle |
Computer vision Pattern recognition Doodle sketches Human-computer interaction Human-computer interaction Doodles Pattern Recognition, Automated--methods. Ani, MD Fahim Afridi Palak, Asif Zubayer Dip, Shaikh Atisha Rahbath Pramanik, Arnab Medha, Tayaba Amin Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing |
| description |
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024. |
| author2 |
Sadeque, Farig Yousuf |
| author_facet |
Sadeque, Farig Yousuf Ani, MD Fahim Afridi Palak, Asif Zubayer Dip, Shaikh Atisha Rahbath Pramanik, Arnab Medha, Tayaba Amin |
| format |
Thesis |
| author |
Ani, MD Fahim Afridi Palak, Asif Zubayer Dip, Shaikh Atisha Rahbath Pramanik, Arnab Medha, Tayaba Amin |
| author_sort |
Ani, MD Fahim Afridi |
| title |
Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing |
| title_short |
Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing |
| title_full |
Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing |
| title_fullStr |
Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing |
| title_full_unstemmed |
Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing |
| title_sort |
doodle2clothing : a clothing design recognition and searching model from a doodle drawing |
| publisher |
Brac University |
| publishDate |
2024 |
| url |
http://hdl.handle.net/10361/22750 |
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