Browsing by Author "Supervisor: Debbi, Hicham"

Now showing 1 - 2 of 2
  • Thumbnail Image
    ItemOpen Access
    Application of ensemble Learning in visual question-answering
    (University of M'sila, 2023-06-10) Khoudour, aya nor elhouda; Nasri, nesrine; Supervisor: Debbi, Hicham
    Visual Question Answering (VQA) is a field that combines two different techniques: computer vision and natural language processing. Computer vision is used to process the image or video, and NLP uses for the processing of natural language. VQA is a technology that automatically answers the question based on the context of images or videos. The VQA is one of the Vision-language tasks that require a high level of language and image understanding, making this a difficult and complex problem. In this dissertation, we explore and apply an ensemble of diverse VQA models combined with Weighted Average techniques to increase the accuracy.
  • Thumbnail Image
    ItemOpen Access
    Smart Home Controlled Via Different Smartphones
    (University of M'sila, 2016-06-10) Mekki, Radhwane; Supervisor: benazzi, makhelouf; Supervisor: Debbi, Hicham
    he home automation system differs from Other systems by allowing the user to operate the system from anywhere around the world through internet connection. Our work presents a Home Automation system (HAS) using Arduino Uno that employs the integration of wireless communication, and local network With smartphone controlling and monitoring to provide the user With remote control of various lights, fans, and appliances within their home. The system will automatically change on the basis of sensors' data. This system is designed to be Iow cost and expandable allowing a variety of devices to be controlled.