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View-only InRep Connect Final Year Project 2021

Using sentiment analysis to determine the impact of reviews in the Kenyan banking sector

Kenyan banks have been plagued by inefficiency in service delivery, often due to reliance on traditional feedback methods. The study aims to improve service delivery efficiency in Kenyan banks by automating sentiment analysis, providing a customer review dashboard, and improving…

William Mutua Peter African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

Deep Learning Object-based Distance Measurement - How to help blind people maintain social distancing outdoors

The COVID-19 pandemic has impacted the world, with measures like social distancing and mask-wearing reducing infection rates. This research proposes using deep learning and object detection to help blind and visually impaired people maintain social distancing.

Kevin Sebineza African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

RFID BASED ATTENDANCE SYSTEM

This project reviews an RFID-based system for educational institutions, reducing repetitive tasks, human errors, and time-consuming tasks, providing an alternative tool for student attendance management.

Magura Ceaser Riruyo African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

Melos

Food sharing is a crucial aspect of African human relationships, reducing drug use, tobacco, alcohol use, mental health issues, depression, and suicidal thoughts. In Rwanda, Melos, a web-based platform, attracts tourists and encourages physical interaction.

Erastus Cheruiyot Kirui African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

Transfer Learning for Related Low Resource Neural Machine Translation: A case study on Luo Languages(Loki-MT)

This paper investigates transfer learning methods for low-resource Luo languages, focusing on the similarity of the languages. The study trains a more resourced language pair (parent model) and transfers some learned parameters to the less-resourced pair (child model) to initial…

Ogayo, Atieno Peres African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

Waste Sorting in Recycling Using Deep Learning

The recycling process in Kigali, Rwanda, faces errors and time-consuming sorting. To simplify this process, a project aims to use machine learning concepts to classify recyclable and non-recyclable waste materials.

Mary Mwangi African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

English to Amharic Translation using Neural Machine Translation

Ethiopia's primary language, Amharic, is a low-resource language with limited translated content. Researchers have used a machine translation toolkit called Joeynmt to train data and translate sentences. The only available dataset is the Bible translation, which is insufficient.

Edosa Leta African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

Improving College Attendance with Technology: Near Field Communication [NFC].

Attendance recording and storage in African colleges and universities are crucial for class marking and processing. An automated system using Near Field Communication, NFC, and NFC tags aims to divert recording from lecturers and professors, save time, and improve records storag…

Nelson Bassey African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

Promoting tourism in Rwanda

Africa's vast natural resources cause conflict and threats to wildlife survival. Tourism boosts employment, but local communities earn less, potentially harming wildlife. A fair profit distribution system is needed.

Kwizera David African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

INZIRA

The pandemic has prompted the government and population to reevaluate efficiency and prioritize protection, focusing on online payment and resource management to mitigate the spread of coronavirus.

Herve Musangwa African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

Bias in facial-recognition systems

This project aims to examine the impact of imbalanced datasets on the accuracy of facial-detection systems, focusing on the training of models with different datasets.

Masupa David African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

Smart Sales Management System

The Covid-19 pandemic underscored the significance of digital marketing in generating leads and reaching customers, suggesting the implementation of a smart sales management system.

Christian Rebero Twahirwa African Leadership Univerisity Department
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View-only InRep Connect Final Year Project 2021

Detection System for Non-Communicable Diseases using Machine Learning

Noncommunicable diseases (NCDs) cause 70% of deaths globally, especially in low-income African countries. Early detection is crucial for prevention and treatment. This project aims to develop an automated system using machine learning for early detection of NCDs.

Samiratu Ntohsi African Leadership Univerisity Department
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