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  • An interactive list of the CSFair 2021 projects is given below. Details of a project can be displayed by clicking on its title.
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Projects




Group Members:
Artun Cura
Orkan Öztrak
Sonat Uzun

Poster

Website

Supervisor:
Fazlı Can

Innovation Expert:
Burcu Coşkun Şengül
Abstract:
Microgliss is a note editor and a virtual instrument that allows users to write in polyphonic glissandos, flexible dynamics and microtonal notes using a node and edge based workflow. Edges control velocity and frequency interpolation between notes. In musical terms this interpolation corresponds to glissandos and flexible control over the loudness of the notes. All notes in microgliss is edited and played in float precision, enabling microtonality. Microgliss also has a synthesizer, which has different options that lets users design intimate and colorful sounds. These sounds can be used for rich electronic compositions. Microgliss is designed by keeping in mind common limitations of existing midi/note editors and synthesizers, and growing interest in microtonal music around the globe.


Recipient of the User Experience Award

Group Members:
Can Cebeci
Cem Cebeci
Efe Dağdemir
Tuana Türkmen
Sezin Zeydan

Poster

Website

Supervisor:
Uğur Doğrusöz

Innovation Expert:
Özer Aydemir
Abstract:
Willow is a browser extension that could help to ease the process of browsing via understandable and intuitive visual navigation and session management features. Willow aims to enable users to efficiently visualize and manage their browsing sessions in a graph-based, interactive structure. The goal of our project is to take the current method of browsing to the next level by providing a visual structure that allows for smooth and intuitive navigation between the web pages browsed by the users as well as management features for browsing sessions.



Group Members:
Nogay Evirgen
Ataberk Gözkaya
Ekin Doğaç Öztürk
Denizhan Soydaş
Denizhan Yağcı

Poster

Website

Supervisor:
Varol Akman

Innovation Expert:
Mehmet Surav
Abstract:
In this project, we are providing a mobile application to decrease the violence that people face. There are situations where people who suffered violence cannot notify related people instantly. There are applications for this problem, but they have never been enough for individuals who suffer violence because such applications need physical user interaction to notify related people. To solve these problems, we came up with the idea of KeepSerenity. KeepSerenity will allow users to activate the help mode by saying a specific phrase they choose. Help mode will send the location of the user to the people that are in the emergency contact list via SMS and email.



Group Members:
Faruk Balcı
Dilruba Sultan Haliloğlu
Onur Şahin
Cankat Tilki
Mehmet Ata Yurtsever

Poster

Website

Supervisor:
Eray Tüzün

Innovation Expert:
Haluk Altunel
Abstract:
Code review is a systematic inspection of software’s quality. Code review ensures that the software satisfies the required functionalities and standards; thus, it is essential in the modern development flow and used in many companies. Code review can also generate a common coding style and increase the understandability of the product. Currently code review is done by comparing the line by line differences on the codebase. However, this does not give structural information, such as design pattern changes or dependency changes between services. DERT aims to fill that gap by visualising the changes between two versions of the codebase into a relationship diagram. On this diagram, one can see color coded components for each relationship change, filter unchanged parts and write reviews.



Group Members:
Taner Durmaz
Samir Ibrahimzade
Alperen Koca
Mehmet Erkin Şahsuvaroğlu
Burak Yeni

Poster

Website

Supervisor:
Shervin Rahimzadeh Arashloo

Innovation Expert:
Adnan Erdursun
Abstract:
SEPS (Social event photo sharing) is a mobile application which creates a comfortable environment for the event organizers and attendants to share and access the photos of certain events while securing their privacy. SEPS aims to enable users to share their photos in a social media environment, while taking advantage of cutting-edge security technologies, such as QR protocols and image processing solutions. By the usage of these solutions users can also find the photos which they are in them and event locations are also visible for them.



Group Members:
Olcay Akman
Hüseyin Ata Atasoy
Doğaç Eldenk
Zeynep Korkunç

Poster

Website

Supervisor:
Ayşegül Dündar

Innovation Expert:
Burçin Didinedin
Abstract:
Kalas Iris is an automated clothing category and attributes annotation service for e-commerce websites with similar item search capabilities. It is accesible via a web UI, mobile application, WooCommerce extension or REST API. Our neural network generates the categories and attributes of an clothing item solely based on it’s image. It is also possible to search for the similar clothing items to a given image inside a shop database. Finally our services can be integrated to e-commerce websites so that the uploaded images will be automatically annotated and updated on the target website.



Group Members:
Atakan Arslan
Oğuzhan Dere
Ege Hakan Karaağaç
Mehmet Tolga Tomris
Fırat Yönak

Poster

Website

Supervisor:
Özgür Ulusoy

Innovation Expert:
Duygu Gözde Tümer
Abstract:
Through HandsGiving, benevolents will be able to help people who are too old to meet their needs and people who are facing financial difficulties. Elders will have the opportunity to find benevolents who will help them to meet all their daily needs together with socializing. The application will make it possible for elders to have their domestic necessities, small repair works etc... with the help of volunteers. Our application will also provide video calls which will help old people to socialize and voice their needs in a completely understandable way. On the other hand, apart from elders, needy people can share their demands such as their domestic necessities etc... through HandsGiving and it will assign the nearest benevolent to meet the demands of them.



Group Members:
Arda Kaan Gültekin
Gürkan Gür
Mahir Efe Macit
Subhan Ibrahimli

Poster

Website

Supervisor:
H. Altay Güvenir

Innovation Expert:
Özer Aydemir
Abstract:
The project aims to deal with the time inefficiency problem that is faced in mostly cafeterias and restaurants. The proposed solution helps the customers to see the costs of the meals they ordered by taking a photo of the meals. The application that the project will create will take the images as inputs. It will analyse the image. We used Machine Learning algorithms, some of them was taken from open sources, some of which we will create ourselves. Some deep learning algorithms can be used too, like CNN and RCNN. The project’s first concern is to provide an innovational, efficient, reliable and extensible application. The application will be based on desktops, but can be extended to ios and android operating systems.


Recipient of Sibel Özelçi Best Senior Design Project Award

Group Members:
Ahmet Berk Eren
Cevat Aykan Sevinç
Hakan Sivuk
Talha Şen
Yusuf Nevzat Şengün

Poster

Website

Supervisor:
Ayşegül Dündar

Innovation Expert:
Çağla Çığ Karaman
Abstract:
OverSeer is an accessible navigation app for visually impaired people. Users can safely travel to their point of interest by using fully accessible navigation. Moreover, users can be alerted if there is any obstacle on their path. While users are traveling, they could search for local places such as best-rated cafes, restaurants and pharmacies. Moreover, users can detect the status of the traffic lights to cross the road. If they require further assistance, they can get live support from volunteers to be their eyes. OverSeer is the ultimate solution that handles everyday navigational problems of visually impaired persons.



Group Members:
Esad Burak Altinyazar
Javid Haji-zade
Leyla Hashimli
Anar Huseynov
Leyla Ismayilova

Poster

Website

Supervisor:
İbrahim Körpeoğlu

Innovation Expert:
Özer Aydemir
Abstract:
As online shopping now accounts for more than 20% of all retail purchases in 2020, the number of ecommerce platforms increased dramatically. For online sellers, managing all platforms separately causes time and energy waste. Multi-channel ecommerce platforms enable sellers to manage more than one retail platform simultaneously from a single center. In this project, we developed a web application, a multi-channel ecommerce platform called EasySell. It is a user-friendly, secure and reliable platform for users to manage their online seller accounts from different platforms simultaneously. Currently, some popular retail platforms from Turkey, namely N11 and Hepsiburada have been integrated. Additional features include product and sales analysis and inventory management.


Recipient of the Social Impact Award

Group Members:
Irmak Demir
Elif Kasapoğlu
İrem Kırmacı
Berrak Taşkınsu
Göksu Turan

Poster

Website

Supervisor:
Eray Tüzün

Innovation Expert:
Özer Aydemir
Abstract:
WoGuard is a mobile application aiming to increase women safety in Turkey. It provides a safety net to women. Our major features include an "I am not safe", "Fake Call" and “Loud Noise Emission” buttons that can be easily accessed and it is furnished with features such as sending the location of the user to the emergency contacts under unsafe circumstances. Such features are decided according to a survey conducted with 309 women. In addition to what similar applications offer, WoGuard enables its users to create "location change entries" where they specify the target location and the estimated arrival time to the system. Users may select emergency contacts to be informed when the arrival time is exceeded by a predetermined duration and how they are informed.



Group Members:
Asuman Aydın
Fatih Çakır
Şeyma Aybüke Ertekin
Doğukan Köse
Muhammed Musab Okşaş

Poster

Website

Supervisor:
Uğur Güdükbay

Innovation Expert:
Veysi İşler
Abstract:
Dressy is a mobile application that aims to help people see how clothes fit on their bodies without wearing them. It aims to create a feeling of an online fitting room by using deep learning technologies to fit the clothes into body images. Users register, browse the clothes according to their categories, and create their wardrobes by choosing their favorite clothes through the application. They take photos of their bodies, choose one of the clothes in their wardrobe, try it, and rate the clothes.



Group Members:
Melike Arslan
İlknur Baş
Bora Birlikci
Berk Büyükdurak
Ece Çanga

Poster

Website

Supervisor:
H. Altay Güvenir

Innovation Expert:
Özer Aydemir
Abstract:
BetterAll is an assisting health-tracking application designed for Android platforms. It provides users with suggestions and helps them achieve their desired body image depending on their goals such as weight loss, gaining or maintaining weight. Clean eating is a must for good health and a better body image. Wellbeing is the main focus of BetterAll, so it encourages its users to stick to a nutritive diet. BetterAll users set their preferences of eating. In return, they receive customized meal plans that appear as if they were made by a dietician. The main motivation of the app is to bring people to the healthy life concept that people want to reach without difficulty. In this way, it is aimed to provide "all in one" health practice. APIs are used throughout the services in the project.



Group Members:
Efe Eroğlu
Muhammet Kamil Gök
Ahmet Serdar Gürbüz
Rumeysa Özaydın
Hasan Yıldırım

Poster

Website

Supervisor:
Uğur Doğrusöz

Innovation Expert:
Ali C. Begen
Abstract:
In Turkey, online auctions are mostly taking place in Facebook comments, which is not very effective. We propose an alternative platform to substitute this inconvenient system with better user experience. BidIt is a mobile application that provides a user friendly and secure approach to sell/buy products with an open ascending auction system. Users can bid on selling items, save them to their favourite list, monitor the seller reviews, and be notified about the updates of the related auctions and interactions with other users. We also provide a safe and reliable payment flow that protects both the seller and the buyer.



Group Members:
Celal Bayraktar
Elif Demir
Utku Kalkanlı
Münevver Uslukılıç
Büşra Ünver

Poster

Website

Supervisor:
Hamdi Dibeklioğlu

Innovation Expert:
Bora Güngören
Abstract:
SAVE is a mobile application for Android platform, targeted for drivers to maintain a safe and more comfortable driving experience. It employs fatigue detection technology to determine the tiredness of the driver, and gives warnings and break place recommendations. It also estimates the heart rate of the drivers using Remote Photoplethysmography. Emotion recognition helps the driver to be in a good mood while driving by starting a music playlist accordingly if detects a negative emotion. Additionally, in case of critically high G-force, the system calls emergency if the driver is not responding. Using all these features, we are aiming to SAVE lives in the traffic and provide a safe drive.



Group Members:
Doruk Altan
Sencer Umut Balkan
Deniz Doğanay
Çağrı Orhan
Endri Suknaj

Poster

Website

Supervisor:
İbrahim Körpeoğlu

Innovation Expert:
Yeliz Yiğit
Abstract:
Craftual is a 3D model sharing and rendering tool with cloud-based asset management for models and presentations. With ​craftual​, users can share and browse 3D graphical models, give feedback, download, visualize and inspect assets, and create AR-based presentations in real-time either on a desktop computer or on a mobile device.



Group Members:
Muzaffer Yasin Köktürk
Muhammed Berk Köse
Enes Merdane
Alptekin Önder
İsmail Şahal

Poster

Website

Supervisor:
Uğur Güdükbay

Innovation Expert:
Burcu Coşkun Şengül
Abstract:
Social media has become one of the most prominent ways in which people spend their time with an estimation of 3.6 billion people using them in 2020. We believe augmented reality technology is an excellent way to enrich the environment around us to be used by people in interactive ways. Our aim in this project was to integrate the perks of augmented reality to a platform of sharing and storing ideas. Our project creates a bridge between the digital world and real-life while allowing people to share an idea with others or save a memory related to a real-life object. Our users can attach texts, videos, images to objects and communicate with creators of the other visps. This is a modern take on social media, which can influence various technologies to be evolved in similar fashion.



Group Members:
Berke Oğuz
Safa Alperen Oruç
Alkım Önen
Göktuğ Öztürkcan
İbrahim Eren Tilla

Poster

Website

Supervisor:
Fazlı Can

Innovation Expert:
Veysi İşler
Abstract:
Since the COVID-19 pandemic started, social distancing has become regular in our everyday life and helps reduce the spread rate of the virus. Third Eye is a computer vision based application to make sure social distancing and mask management is regulated and keeps your social space safe. It uses computer vision to predict the distances between people and alerts the user if there are any infringements. It also features a mask detection system so that users could detect whether people are wearing masks or not. By using the video footage, it runs an analysis and reports the results.



Group Members:
Ufuk Bombar
Berk Güler
İrem Seven
Batuhan Tosyalı
Selen Uysal

Poster

Website

Supervisor:
Selim Aksoy

Innovation Expert:
Ahmet Eren Başak
Abstract:
PANDETECT is an application that detects whether people in a particular area obey social distance rules and whether they wear masks or not. The main goal of this application is to identify places that do not comply with pandemic rules such as restaurants, workplaces and public areas. In this way, it is aimed to increase the control in the places where do not comply with the rules. In addition, this information is shared on a map in the mobile application using the data of the places where rules are followed and not followed. That way, people can choose not to go to areas where the rules are not followed according to the map provided.



Group Members:
Yusuf Avcı
Yiğit Görgülü
Mehmet Bora Kurucu
Burak Mutlu
Çerağ Oğuztüzün

Poster

Website

Supervisor:
Uğur Güdükbay

Innovation Expert:
Veysi İşler
Abstract:
AugCards is a card game development tool where users can create their own cards and build games to be played on Android devices. This tool transforms the user-designed game logic and cards into AR multiplayer mobile games that can be played by a group of friends around a table. AugCards eliminates the need to buy physical equipment and gives the user the opportunity to create and customize their own games. The experience of playing a game is very immersive as the cards and effects are animated and displayed to the user. The project consists of two components. The game design part is provided via the desktop component. The users can then use the complementary AugCards mobile app to see the AR visuals and cards on the table and play the game.



Group Members:
Emil Alizada
Zeynep Berfin Gökalp
Taha Khurram
Umer Shamaan
Zulfugar Verdiyev

Poster

Website

Supervisor:
Ayşegül Dündar

Innovation Expert:
Ali C. Beğen
Abstract:
A simple yet efficient and secure online messaging platform. Users can search for other users, add them as friends, and chat with them wherever, and whenever they want. Furthermore, the App contains cutting-edge facial expression and landmark detection technology where the features on the face such as ear, eye, and lip positions are (securely) analyzed to determine the facial expression of the users. In the near future, these features will be mapped to a 3D Avatar using Augmented Reality to make video communication much more entertaining and memorable.



Group Members:
Berdan Akyürek
Abdullah Ayberk Görgün
Ömer Olkun
Tanay Toksoy
Ekin Üstündağ

Poster

Website

Supervisor:
Özcan Öztürk

Innovation Expert:
Ali C. Beğen
Abstract:
Because of the Covid-19 cargo and postal services are used much more. Therefore, it is essential to deliver the goods in a determining period of time. For anyone, planning an optimal path to delivering the goods is not easy. To deal with this issue Pigeon’s Map considers the time will be spending on the road rather than the length. It is an Android application for especially postal workers to minimize their time and fuel, spending on the road. In addition, since some companies, like Amazon, have different priorities for their cargos in Pigeon’s Map you can add priorities to destinations. With the addition of priorities to destinations Pigeon’s Map will give you a suboptimal path that travels the destinations according to their priorities. 



Group Members:
Burak Alaydın
Gamze Burcu Ayhan
Sena Sultan Karataş
Suleyman Rahimov
Sarp Tekin

Poster

Website

Supervisor:
Cevdet Aykanat

Innovation Expert:
Mehmet Surav
Abstract:
Some medications and medical items can be very difficult to afford for some patients. ShareInHappiness is designed to solve this problem and create a secure environment in which patients who have diseases with expensive treatment costs can create donation requests to ask for medication donations and donators of the platform can donate medical items to these patients. Some important security features are added to ShareInHappiness platform to prevent scammers from scamming the platform. Patients have to submit a valid medical report during registration. Patients who does not submit a medical report will not be able to post donation requests.



Group Members:
Ravan Aliyev
Talha Burak Çuhadar
Mustafa Çağrı Güngör
Ayşe Ezgi Yavuz
Gonca Yılmaz

Poster

Website

Supervisor:
H. Altay Güvenir

Innovation Expert:
Emin Okutan
Abstract:
GymFeat is a web application catered for people’s gym needs. It is designed to be a personal trainer, that is personalized for you only. GymFeat takes your personal information (age, height, weight etc.) and what you want to be (become fit, gain weight, get lean etc.) and then GymFeat creates a personalized training schedule that is best for your needs. GymFeat keeps track of your schedule and reminds you to do your training. During the training, GymFeat watches your body movement through webcam and looks for any posture mistakes, if finds any, it prompts you to fix it and shows you the correct form.



Group Members:
Hazal Aksu
Meryem Efe
Rabia Nur Önal
Hamza Pehlivan
Özge Yaşayan

Poster

Website

Supervisor:
Uğur Güdükbay

Innovation Expert:
Cem Çimenbiçer
Abstract:
Upfix is a desktop application that provides users with an improved video watching experience by converting low quality game videos to higher quality ones. The advantage of this application is that the users do not have to watch videos at a high resolution and spend data while doing so; but instead, they get to minimize their data usage and still watch the video at a higher resolution. For this purpose, Upfix takes the videos from the local storage and Upfix super resolution model upscales the video using local resources. Upfix upscaling model is trained on three game types: Chess, Among Us, and Age of Empires.



Group Members:
Meryem Banu Cavlak
Muhammet Rafi Çoktalaş
Esra Nur Deniz
Mehmet Alper Genç
Farid Mirzayev

Poster

Website

Supervisor:
Can Alkan

Innovation Expert:
Mehmet Gök
Abstract:
onRoute is a community based mobile navigation application targeting two user types: travelers and restaurant owners. The application provides travelers with interfaces with which they can create, save and repeat a route. On a route, travelers will be able to view all the places either on the map or as a list. Travelers are able to sort and filter them. Travelers are also able to rate and comment on the establishments. Road attractions can also be sorted and filtered. Travelers will be able to choose a restaurant on their route to order food beforehand. The order will be placed considering the estimated time of arrival of the traveler so as to achieve optimum timing. Restaurant owners will be able to create and update their menus. They will receive orders from travelers.


Recipient of the Innovation Award

Group Members:
Mian Usman Naeem Kakakhel
Muhammad Bilal Bin Khalid
Daniyal Khalil
Muhammad Arham Khan
Muhammad Saboor

Poster

Website

Supervisor:
Hamdi Dibeklioğlu

Innovation Expert:
Ahmet Eren Başak
Abstract:
Outletter is a cross-platform mobile application that acts as the perfect shopping companion and helps users make informed choices about the product they're trying to buy. While the app employs a cloud-based, real-time object segmentation/recognition engine to identify clothing items a user is interested in, it also utilizes Augmented Reality to provide a better user experience. Once the user takes a photograph of a cloth, the app provides information about the product such as the best price, other pricing options at different stores, and product reviews. 


Recipient of the Data Science Award

Group Members:
Hanzallah Azim Burney
Abdul Hamid Dabboussi
Mohamad Fakhouri
Sayed Abdullah Qutb
Hassan Raza

Poster

Website

Supervisor:
Ercüment Çiçek

Innovation Expert:
Mustafa Sakalsız
Abstract:
Politicians have notoriously been known to make claims that can be classified as misinformation at best. To combat this, Veritas is a platform that attempts to fact check political claims using deep learning. It operates by wrapping a YouTube video of a political speech and shows the viewer captions of the claims made by the speaker along with their predicted validity and generates a report for these claims. It runs off of a deep learning CNN-RNN model trained on tens of thousands of political claims.


Recipient of the Mobile Award

Group Members:
Emre Tolga Ayan
Umur Göğebakan
Cemal Arda Kızılkaya
Ömer Faruk Kürklü
Akın Parkan

Poster

Website

Supervisor:
Selim Aksoy

Innovation Expert:
Veysi İşler
Abstract:
Gymtor is an AI-based fitness assistant app that uses computer vision algorithms to improve the quality of the exercises done by the users. Before starting a session, the user will be asked to place the phone in a proper position to get the best results. Then, the pose of the user’s body will be analyzed by the algorithm and the app will frequently give the user feedbacks about what can be improved for a certain exercise. Initially, the app will be available with a basic set of exercises but the users will also be allowed to upload their favorite routines, which is visible to other users. Moreover, the users can add other users as subscribers.


Recipient of the Wide Impact Award

Group Members:
Mert Aslan
Ozan Aydın
Rahmiye Büşra Büyükgebiz
Yüce Hasan Kılıç
Hakkı Burak Okumuş

Poster

Website

Supervisor:
Ercüment Çiçek

Innovation Expert:
Ali C. Beğen
Abstract:
Here! is a video conference platform designed for educational needs of students and instructors. On top of the general characteristics of a video conferencing application, it includes additional practical educational tools. There is a virtual TA tool that uses motion tracking and object detection to analyze videos of students to generate summary information about the class attention, as well as to provide real time feedback to students and teachers. Other features are real-time note taking and slide-sharing. Note taking allows students to take notes and screenshots during the lecture and save them. Slide sharing allows students to navigate through the slides independently and then sync back with the instructor. Together, they make online education more reliable, informative and easy.



Group Members:
Perman Atayev
Ibrahim Elmas
Balaj Saleem
Khasmamad Shabanovi
Gledis Zeneli

Poster

Website

Supervisor:
Özcan Öztürk

Innovation Expert:
Haluk Altunel
Abstract:
Foodster is the solution we want to provide to the problem of high time, financial, and mental energy costs required to optimize our dining experiences. Through data science techniques and software engineering, we try to utilize the abundant literature on dieting that is available on the internet, and package it into a digestible and time efficient user experience. Foodster is structured in a client server architecture, where the client is a light Flutter application with all the significant computation and data storage responsibilities delegated to the server which runs on Heroku and uses MongoDB to store the recipe and user data. The rest of our software suite is our data processing pipelines consisting of trained ML models, scraping modules, and price estimation modules.


Recipient of the Marketability Award

Group Members:
Zeynep Cankara
Işın Su Ecevit
Ayşegül Gökçe
Aziz Utku Kağıtcı
Munib Emre Sevilgen

Poster

Website

Supervisor:
Eray Tüzün

Innovation Expert:
Bora Güngören
Abstract:
Menufacture is a restaurant management software that is compatible across mobile and web platforms, providing small restaurant owners with a business management toolbox to automate restaurant operations with the minimum customer contact possible. For full-service use, Menufacture software generates a customisable menu for each restaurant branch and a QR code for each table in the restaurant. The QR codes facilitate handling the orders and payments for each table from a mobile interface. Thus, Menufacture digitised the restaurant operations and integrated an infrastructure layer to manage restaurants from a single dashboard while providing data insights to help business owners make profitable management decisions across their business branches.
CSFair 2021 | Deparment of Computer Engineering, Bilkent University © 2021