2024
Coffee and cashew nut dataset: A dataset for detection, classification, and yield estimation for machine learning applications site
Rahman Sanya, Ann Lisa Nabiryo, Jeremy Francis Tusubira, Sudi Murindanyi, Andrew Katumba, Joyce Nakatumba-Nabende,
Computer vision and deep learning in insects for food and feed production: A review site
Sarah Nawoya, Frank Ssemakula, Roseline Akol, Quentin Geissmann, Henrik Karstoft, Kim Bjerge, Cosmas Mwikirize, Andrew Katumba, Grum Gebreyes,
Explainable Machine Learning Models for Swahili News Classification site
Sudi Murindanyi, Brian Afedra Yiiki, Andrew Katumba, Joyce Nakatumba-Nabende,
Computer-vision based prediction of body traits and larval sex in black soldier fly site
Sarah Nawoya, Quentin Geissmann, Henrik Karstoft, Kim Bjerge, Roseline Akol, Andrew Katumba, Cosmas Mwikirize, Grum Gebreyesus,
Building Text and Speech Benchmark Datasets and Models for Low-Resourced East African Languages: Experiences and Lessons site
Joyce Nakatumba‐Nabende, Claire Babirye, Peter Nabende, Jeremy Francis Tusubira, Jonathan Mukiibi, Eric Peter Wairagala, Chodrine Mutebi, Tobius Saul Bateesa, Alvin Nahabwe, Hewitt Tusiime, Andrew Katumba,
2023
Fruit fly automatic detection and monitoring techniques: A review site
Florence Lello, Mussa Dida, Mbazingwa Mkiramweni, Joseph Matiko, Roseline Akol, Mary Nsabagwa, Andrew Katumba,
Interpretable Machine Learning for Predicting Customer Churn in Retail Banking site
Sudi Murindanyi ; Ben Wycliff Mugalu; Joyce Nakatumba-Nabende; Ggaliwango Marvin,
Using machine learning for image-based analysis of sweetpotato root sensory attributes site
Joyce Nakatumba-Nabende, Claire Babirye, Jeremy Francis Tusubira, Henry Mutegeki, Ann Lisa Nabiryo, Sudi Murindanyi, Andrew Katumba, Judith Nantongo, Edwin Sserunkuma, Mariam Nakitto, Reuben Ssali, Godwill Makunde, Mukani Moyo, Hugo Campos,
Machine learning based driver monitoring system: A case study for the Kayoola EVS site
Ali Ziryawulawo, Melissa Kirabo, Cosmas Mwikirize, Jonathan Serugunda, Edwin Mugume, Simon Peter Miyingo,
SAIEE Africa Research Journal site
A Ziryawulawo, M Kirabo, C Mwikirize, J Serugunda, E Mugume, SP Miyingo, S Chakoma, P Baron,
Computer vision systems and methods for real-time needle detection, enhancement and localization in ultrasound site
Cosmas Mwikirize, John L Nosher, Ilker Hacihaliloglu,
Implementing Smartphone-Based Telemedicine for Cervical Cancer Screening in Uganda: Qualitative Study of Stakeholders’ Perceptions site
Johnblack K Kabukye, Jane Namugga, Collins Jackson Mpamani, Andrew Katumba, Joyce Nakatumba-Nabende, Hanifa Nabuuma, Stephen Senkomago Musoke, Esther Nankya, Edna Soomre, Carolyn Nakisige, Jackson Orem,
Predicting sweetpotato sensory attributes using image analysis. DigiEye and image analysis as a breeding tool site
Joyce Nakatumba-Nabende, Ann Lisa Nabiryo, Claire Babirye, Jeremy Francis Tusubira, Andrew Katumba, Sudi Murindanyi, Henry Mutegeki, Judith Ssali Nantongo, Edwin Sserunkuma, Mariam Nakitto, Reuben Ssali,
Standard operating procedure for image capture in sweetpotato and potato, and sensory attribute prediction. Work package 3 site
Joyce Nakatumba-Nabende, Andrew Katumba, Sudi Murindanyi, Ann Lisa Nabiryo, Claire Babirye, Jeremy Francis Tusubira, Henry Mutegeki, Judith S Nantongo, Edwin Sserunkuma, Reuben Ssali,
2022
A Comparison of Topic Modeling and Classification Machine Learning Algorithms on Luganda Data site
Andrew Katumba, Joyce Nakatumba-Nabende, Tobius Saul Bateesa, Claire Babirye,
Machine Learning-Aided Optical Performance Monitoring Techniques: A Review site
Dativa k. Tizikara, Jonathan Serugunda, Andrew Katumba,
Building Text and Speech Datasets for Low Resourced Languages: A Case of Languages in East Africa site
Andrew Katumba, Claire Babirye, Joyce Nakatumba-Nabende, Ronald Ogwang, Jeremy Tusubira Francis, Jonathan Mukiibi, Medadi Ssentanda, Lilian D Wanzare, Davis David.,
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition, LREC 2022, Marseille, June 20 - 25 site
Jonathan Mukiibi, Ali Hussein, Joshua Meyer, Andrew Katumba and Joyce Nakatumba-Nabende,
A Machine Learning-Based IoT Environmental Monitoring Platform for Data Centres site
Wayne Steven Okello, Silas Mirau, Michael Kisangiri, Andrew Katumba and Edwin Mugume,
Smart Industrial Electrical Energy Analytics and Forecasting System site
Wayne Steven Okello, Jared Kelvin Nganyi, Gideon Muleme, Ramadhani Sinde and Anael Elikana Sam,
Needle Segmentation For Real-time Guidance of Minimally Invasive Procedures Using Handheld 2D Ultrasound Systems site
Paul Okwija Mugume, Joanitta Nabacwa, Sylvia Imanirakiza, Alvin Bagetuuma Kimbowa, Cosmas Mwikirize, Ilker Hacihaliloglu, Andrew Katumba,
Automatic closed-loop ultrasound plane steering for target localization in ultrasound imaging and associated devices, systems, and methods site
Alvin Chen, Cosmas Mwikirize, Mingxin Zheng, Kunal Vaidya, Shyam Bharat,
2021
Face Recognition as a Method of Authentication in a Web-Based System site
Ben Wycliff Mugalu, Rodrick Calvin Wamala, Jonathan Serugunda, Andrew Katumba,
Time-aware deep neural networks for needle tip localization in 2D ultrasound site
Cosmas Mwikirize, Alvin B. Kimbowa, Sylvia Imanirakiza, Andrew Katumba, John L. Nosher, Ilker Hacihaliloglu,
2020
Agriculture Keywords Dataset site
Jonathan Mukiibi, Claire Babirye, Andrew Katumba, Joyce Nakatumba,
A Deep Learning-based Detector for Brown Spot Disease in Passion Fruit Plant Leaves site
Andrew Katumba, Moses Bomera, Cosmas Mwikirize, Gorret Namulondo, Mary Gorret Ajero, Idd Ramathani, Olivia Nakayima, Grace Nakabonge, Dorothy Okello, Jonathan Serugunda,
Design and implementation of a Luganda text normalization module for a speech synthesis software program site
Ronald Kizito, Wayne S. Okello, Sulaiman Kagumire,