Challenges in handwritten characters recognition lie in the variation and distortion of offline handwritten Devnagri characters since different people may use a different style of handwriting, and direction to draw the same shape of any Hindi character. This overview describes the nature of handwritten language, how it is translated into electronic data, handwritten Hindi character is imprecise in nature as their corners are not always sharp, lines...