2 publications

• Published Subscription 28 Mar 2025

  Advancing Maize Leaf Disease Detection: A Machine Learning Approach

  By Nyamatulla Patel, Mohammed Ziaullah, Aarif Makandar

  Abstract: Every day, countless grains and fruits are cultivated around the world. To keep up with the growing population’s needs, farmers are constantly adopting new and advanced techniques. Furthermore, the development and application of new technologies enable the quick and simple detection of plant diseases. Identifying plant diseases at an early stage is crucial to minimizing their effects on crop productivity and quality. Traditional diagnostic methods often rely on expert knowledge …

  Published in International Journal of Image Processing and Pattern Recognition · Vol. 11, Issue 1, 2025 · pp. 17–25 Read article →

• Published Subscription 16 Nov 2024

  CNN-Based Traffic Sign Recognition with Voice Alerts

  By Shilpa Shahapur, Nyamatulla Patel, Mohammed Ziaullah Choudhari

  Abstract: Traffic sign recognition is a crucial component of intelligent transportation systems, significantly enhancing road safety by aiding both autonomous and human drivers. This paper presents a convolutional neural network-based traffic sign recognition system integrated with voice alerts. Our approach utilizes a deep learning model trained on a comprehensive dataset of traffic signs to accurately identify various road signs in realtime. Upon recognition, the system issues corresponding voice alerts to inform …

  Published in International Journal of Embedded Systems and Emerging Technologies · Vol. 10, Issue 2, 2024 · pp. 1–9 Read article →