Development of a medical expert system to improve the quality of antenatal care in Tanzania

E Kaaya - 2021 - dspace.nm-aist.ac.tz
… This research aimed at developing a smartphone-based … causes of maternal mortality in
Tanzania, and effective provision of … A mobile expert system for maternal care in Tanzania is a …

[PDF][PDF] Automatic Detection of Chimpanzee Vocalizations Using Convolutional Neural Networks

C Dev - 2020 - scholarworks.calstate.edu
… in the region of Western Tanzania. For effective primatology … Here the performance of
SVM and Neural Network based … working model is evaluated with that of our baseline CNN. …

[PDF][PDF] Real-time Transformer Vandalism Detection by Application of Tuned Hyper Parameter Deep Learning Model

T Nyajowi, NO Oyie, MN Ahuna - researchgate.net
… algorithms such as Support vector machines, decision trees, … research work investigated the
effectiveness of a hybrid CNN-… sets, we use image horizontal reflection and translation by a …

[HTML][HTML] Detection of informal settlements from VHR images using convolutional neural networks

N Mboga, C Persello, JR Bergado, A Stein - Remote sensing, 2017 - mdpi.com
… over Dar es Salaam, Tanzania. The proposed technique is … accuracy as seen in SVM + GLCM,
SVM + LBP and CNN. … by means of visual image interpretation. Each tile covers an area of …

Computer Vision Techniques for Hand Gesture Recognition: Survey

N Fadel, EIA Kareem - International Conference on New Trends in …, 2022 - Springer
Sign language: Sign language applications are very … (DC-CNN) in which the original image
is preprocessed using canny … with the assistance of a Support Vector Machine (SVM). The …

[PDF][PDF] Automated Web-Based Malaria Detection System with Machine Learning and Deep Learning Techniques: A Comparative Analysis

M Hunegnaw - 2023 - researchgate.net
… , and will be comparing their performance to other techniques such as SVM and transfer
learning models. We will also be exploring the impact of different CNN architectures and …

Tomato quality classification based on transfer learning feature extraction and machine learning algorithm classifiers

HS Mputu, A Abdel-Mawgood, A Shimada… - IEEE …, 2024 - ieeexplore.ieee.org
… The findings of the study revealed that the CNN model … hybrid model CNN-SVM compared
to others. However, the … engineering from the University of Dar es Salaam, Tanzania, in 2014. …

[HTML][HTML] Machine learning research trends in Africa: a 30 years overview with bibliometric analysis review

AE Ezugwu, ON Oyelade, AM Ikotun… - … Methods in Engineering, 2023 - Springer
… and the diagnosis of pulmonary tuberculosis in Tanzania [7]. … has been researched using
CNN, DNN and the SVM classifier to … This includes translating the Yoruba language to French, …

Machine Intelligence in Africa: a survey

AA Tapo, A Traoré, S Danioko, H Tembine - arXiv preprint arXiv …, 2024 - arxiv.org
study employs supervised learning models and highlights the effectiveness of Support Vector
Machine (SVM… financial inclusion datasets in Eswatini using SVM and logistic regression. …

[HTML][HTML] Comparing inception V3, VGG 16, VGG 19, CNN, and ResNet 50: a case study on early detection of a rice disease

SR Shah, S Qadri, H Bibi, SMW Shah, MI Sharif… - Agronomy, 2023 - mdpi.com
… The researchers conducted a comparison study of composed … performance was measured
by combining CNN with SVM by … advancements in result interpretation, our models will evolve …