Development Of A System Using Deep Learning To Recognize And Classify Objects In Images:- Agu Emmanuel C

ABSTRACT

Deep learning has revolutionized computer vision, enabling machines to achieve human-like accuracy in recognizing and classifying objects in images. With advancements in neural network architectures and computational power, object detection systems are now widely used in autonomous vehicles, medical imaging and security surveillance. The problem statement of this research focus on the data breach and unauthorized access, data privacy, integration with existing, lack ofprivacy and security, the ethical implications ofdata use, lack of user comfort and safety issues, challenges were addressed including issues ofscalability. The project focuses on the development of an automated system using deep learning to recognize and classify objects in images that would be able to address accuracy issues, potential biases, and privacy concerns ' The objectives ofthis research arc to develop a platform for an automated system using deep learning to recognize and clmsity objects in images, create a module for creating