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AN IMPROVED TEXT-TO-TEXT TRANSFER TRANSFORMER (T5) FOR TEXT SUMMARIZATION OF NEWS ARTICLES
(Murang’a University of Technology, 2024-07)Text summarization is a Natural Language Processing (NLP) task that condenses textual content while preserving essential information. With the exponential growth in digital news content, efficient summarization techniques ... -
A Support Vector Machine and Artificial Neural Network Model for Enhanced Image Classification of Maize Leaf Diseases
(2022-10)Image classification accuracy is the total number of images predicted correctly out of the total images in the test dataset in the field of computer vision. Classifying the images accurately is still a challenge due to ... -
Enhanced Deep Learning Model to Detect Anomalies in Surveillance Videos
(2022-08)Increased security challenges and advancements in technology have led to heavy usage of surveillance cameras. This has resulted in an overwhelming abundance of video data which requires automated analytics for better ... -
A Transfer Learning and Two-Level Hyperparameter Optimization Based Model for Improved Classification of Diabetic Retinopathy
(2022-10)Automated diagnosis of disease from medical images using machine learning has been in rise in the recent past. One such case is the classification of diabetic retinopathy from fundus images. Diabetic Retinopathy is an eye ... -
Assessment Framework for Cyber Security
(LAP Lambert Academic Publishers, 2016)The capabilities and opportunities the Internet provides have caused transformation in many business activities, increasing the speed and ease for conducting transactions while also lowering many of the costs. As a ...
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