Pedestrain Detection

Pedestrian detection is a critical task in the field of computer vision, particularly for enhancing the safety of autonomous systems such as self-driving cars and intelligent surveillance systems. This project focuses on the development and implementation of a real-time pedestrian detection system that accurately identifies and localizes pedestrians in a variety of complex environments. specifically convolutional neural networks (CNNs), to extract high-level features from input images or video frames. In conclusion, this project presents a real-time pedestrian detection system that utilizes deep learning techniques and advanced methodologies to enhance the safety and reliability of autonomous systems. The developed system