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.roneverhart.com/HP-15-EF1005DS-15-6-Laptop-HD-LED-BV-1366-x-768-AMD-ATHLON-Silver-3050U-2-3-GHZ-4GB-128GB-SSD-AMD-Radeon-Graphics-Int/