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Browsing Issue 01 by Subject "CNN"

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  • A hybrid of Deep Neural Network and eXtreme Gradient Boosting for Automatic Speaker Identification 
    Abdiche, Dehia; Harrar, Khaled (2022-08-06)
    This work consists of deploying a system for Speaker Identification (SI). SI is a system of recognition of the speaker’s speech signal. The most important thing in SI is to have a system that is able to extract and learn ...
  • Identification of Various Rice Plant Diseases Using Optimized Convolutional Neural Network 
    Prottasha, Md. Sazzadul Islam; Hossain, A. B. M. Kabir; Rahman, Md. Zihadur; Reza, S M Salim; Hossain, Dilshad Ara (2021-08-02)
    Rice plant diseases has been a growing concern in recent years. Different kinds of rice plant diseases cause significant damage to the rice plants which results in reduced production of rice yield. Early detection of rice ...
  • Improved YOLOv4 Approach: A Real Time Occluded Vehicle Detection 
    Kumar, Sunil; Jailia, Manisha; Varshney, Sudeep (2022-08-06)
    A major challenge in computer vision is detecting and tracking vehicles in real-time. However, existing algorithms fail to detect vehicles at high speeds and accuracy. Therefore, an algorithm that detects vehicles with ...
  • Plant Health Detection Enabled CNN Scheme in IoT Network 
    Panhwar, Ali Orangzeb; Sathio, Anwar Ali; Shaikh, Mujeeb ur Rehman; Lakhan, Abdullah; Umer, Muhammad; Mithiani, Rabia Mushtaque; Khan, Sanwali (2022-03-09)
    Green Environment is a key for Healthy Environment, to keep environment green every country doing a lot to preserve their Healthy growth in the agriculture. The detection of diseases in plants is very hard job and will ...
  • Recognition of Yoga Asana from Real-Time Videos using Blaze-pose 
    Mohammed, Sharfuddin Waseem; Garrapally, Vignesh; Manchala, Suraj; Reddy, Soora Narasimha; Naligenti, Santosh Kumar (2022-11-30)
    Yoga is a broad concept that connotes union. Considering yoga’s spiritual and health benefits, it is now practiced by millions of people worldwide. It is crucial to perform yoga asana correctly like other exercises. Any ...
  • Video Gaze Redirection using Generative Adversarial Network (GAN) 
    Sunil, Sikha; Johnson, Sneha; Mani, Treasa; J Nair, Vishak; V.K, Anjusree (2021-08-22)
    Gaze correction is a type of video re-synthesis problem that trains to redirect a person's eye gaze into camera by manipulating the eye area. It has many applications like video conferencing, movies, games and has a great ...

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