Fall

Automated Exception Handling in Python

This project aims to localize try-catch blocks in Python source code using transfer learning.

Learn multi-modal experience in Virtual Reality

Recently, we formed Bogazici University Virtual Reality Laboratory http://buviar.boun.edu.tr/ as a joint effort by researchers from the Dept. of Mathematics and Science Education, the Dept. of Psychology, and the Dept. of Computer Engineering.

CmpE 150 Introduction to Computing 2022 Fall

Develop high-quality software libraries (C++)

This is a generic project call to develop high-quality C++ libraries.

Example projects:
- Interval container library (see Boost ICL)
- Cascaded configuration library (see CSS for what cascade means + JSON for configuration)
- Regular expression matcher
- Other

The correct functionality will be graded with CC. For AA, your project must also include:

A Graph Neural Network Approach for Social Networks

Learning Symbolic Representations from Unsupervised Interactions with the Environment

In this project, you are going to implement and build upon our recently proposed symbol learning method, namely DeepSym [1], and make new experiments on new domains to discover the benefits and shortcomings of the method.

Multi-Functional Gripper Gripper Simulation - Real World Practice

In robotic, simulators are a requirement for improvement of the algorithms without causing any harm, so existing robots should be transferred to asimilasyon environment. We need to use KIT Gripper with ROS + Gazebo environment with position controller. Also, existing robot should have similar inputs with the simulations. So, we need a ROS Wrapper which takes data from real robot and converts it to required ROS messages. After environment development, the system will be tested via Human - Robot cooperative game.

Transforming Deep Learning Models for Resource-Efficient Activity Recognition on Mobile Devices

Training machine learning algorithms on resource-constrained mobile and wearable devices, particularly DL algorithms, is challenging and sometimes even impossible due to the limited computation power, storage, and, most importantly, the battery. TensorflowLite is a popular platform for optimizing deep learning architectures to be deployed on mobile devices. In this project, the focus is on human activity recognition with the motion sensors embedded in smartphones.

Deep Learning for High Energy Physics Simulators [Duration: 2 terms]

Suggested Team Size: 2-3 students

Duration: 2 semesters

Berief Description:

A Format Checking Software for the Theses of BOUN Grad Students

BOUN Grad Institute has certain formatting rules for theses. Some of these rules are reflected in the latex template, some aren’t. Students submit their theses in PDF format and a human expert checks these documents against the formatting rules.

The aim of this software is to automatically identify the formatting errors in the PDF document. This can be done in two ways:

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