This is a list of thesis proposals, both for bachelor (BSc) and master degree (MSc). Any additional idea is welcome.
Target: | Master Degree |
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Requirements: | C++ |
Goals: | GPU programming with CUDA and optimization of Image Processing algorithms with particular attention to Connected Components Labeling and Thinning. |
Literature: |
CUDA Papers
|
Target: | Bachelor/Master Degree |
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Requirements: | Python |
Requirements (suggested): | Django, MDP |
Goals: | This thesis aims to develop a django-based web application to collect, preview, annotate, and distribute medical datasets. The application design can be inspired by the ISIC archive website and must support 2D images, Virtual Slides, and 3D volumes. |
Literature: |
Django |
Target: | Master Degree |
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Requirements: | Python |
Requirements (suggested): | PyTorch or equivalent frameworks |
Goals: | Analysis and development of Deep Learning techniques for medical imaging. The activity can be carried out on different research topics:
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Literature: |
Skin Cancer Nerve Canal Detection Nephrology |
Target: | Bachelor/Master Degree |
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Requirements (suggested): | C++ |
Goals: | Unit Testing is a software test level in which individual units/components of a software are tested. The aim is to validate that each unit of the software functions as expected. This thesis aims at developing unit test functionalities for the Computer Vision library ECVL, by using the googletest framework. The ECVL library is under development by UNIMORE within the H2020 European Project DeepHealth. |
Literature: |
ECVL Googletest (Gtest) Papers |
Target: | Bachelor Degree |
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Requirements (suggested): | Python, Django |
Goals: | Missioni (missioni.ing.unimore.it) is a Django-based web application for the semi-automatic travel reimbursement forms filling. This thesis aims at developing a mobile version of such a service, possibily integrating existing systems for the acquisition of data directly from receipt photos. |
Literature: |
Missioni WebApp Django |
Target: | Bachelor |
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Requirements (suggested): | Python |
Goals: | This thesis aims to develop a python script for the web scraping of exam dates (using for example selenium web driver) and their publication on a dedicated google calendar. |
Literature: |
Selenium Google Calendar API |
Target: | Bachelor/Master Degree |
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Requirements (suggested): | Python, Django, Git and GitHub, PyTorch |
Goals: | Development of a Django-based web application to perform inference on existing and previously trained Deep Learning models. The final goal is to define/implement a mechanism to connect the application (i.e. the individual models/architectures available) to GitHub repositories, so that each update on a specific repository will be automatically reflected and available within the web application. |
Literature: |
Django Git/GitHub PyTorch |
Please contact me by email for any additional info.