This paper proposes a method to detect humans in the image that is an important issue for many applications. such as video surveillance in smart home and driving assistance systems. A kind of local feature called the histogram of oriented gradients (HOGs) has been widely used in describing the human appearance and its effectiveness has been proven in the literature. A learning framewo... https://www.spidertattooz.com/Urban-Lightweight-Knife/