Browsing by Author "Ochango, Vincent Mbandu"

Now showing items 1-6 of 6

    • Architecture of Deep Learning Algorithms in Image Classification: Systematic Literature Review 

      Ochango, Vincent Mbandu; Ndia, John Gichuki (International Journal of Formal Sciences: Current and Future Research Trends (IJFSCFRT), 2023)
      The development of deep learning algorithms has led to major improvements in image classification, a key problem in computer vision. In this study, the researcher provide an in-depth analysis of the various deep learning ...

    • Comparative Analysis of Deep Learning Models for Crop Diseases and Pest Classification 

      Ochango, Vincent Mbandu; Wambugu, Geoffrey Mariga; Oirere, Aaron Mogeni (International Journal of Formal Sciences: Current and Future Research Trends (IJFSCFRT), 2025)
      The deep learning models for crop diseases and pest classification research examined how deep learning might improve farming methods, particularly to accurately classify pests and diseases that affect crops. The importance ...

    • Comparative Analysis of Machine Learning Algorithms Accuracy for Maize Leaf Disease Identification 

      Ochango, Vincent Mbandu; Wambugu, Geoffrey Mariga; Ndia, John Gichuki (nternational Journal of Formal Sciences: Current and Future Research Trends (IJFSCFRT), 2023)
      The number of data points predicted correctly out of the total data points is known as accuracy in image classification models. Assessment of the accuracy is very important since it compares the correct images to the ones ...

    • Deep Learning Model for Crop Diseases and Pest Classification 

      Ochango, Vincent Mbandu; Wambugu,Geoffrey Mariga; Oirere, Aaron Mogeni (International Journal of Computer and Information Technology, 2024)
      The study on deep learning models for crop diseases and pest classification looked at how these models may enhance agricultural practices, specifically for the purpose of more precise pest and crop disease classification. ...

    • A Model for Face Recognition using EigenFace Algorithm 

      Ochango, Vincent Mbandu (International Journal of Formal Sciences: Current and Future Research Trends, 2023)
      The use of a computer to recognize a person by the means of their face is what is known as face recognition in artificial intelligence. The term biometrics is an umbrella term that includes face recognition as well as ...

    • A Support Vector Machine and Artificial Neural Network Model for Enhanced Image Classification of Maize Leaf Diseases 

      Ochango, Vincent Mbandu (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 ...