Object recognition in the image, due to its many applications like in human recognition, detection of cancer cells and fingerprint recognition is an important task in image processing. Various methods have been proposed for object detection, among which Histogram of Oriented Gradients (HOG) as a special tool for feature extraction has a lot of importance. This tool has better performance compared with other tools in terms of response to illumination, object rotation, and shape variations. Also, Support Vector machine (SVM) is a powerful Keywords: Hardware implementation, object detection, image processing, histogram of oriented gradients, support vector machine.