Mounting cameras on motorized objects has become possible in greater extent due to the emerging camera technology during the past few decades. This application could prove useful in several areas such as search and rescue operations, surveillance or even news monitoring. One hardship that this brings is the difficulty of keeping the camera unit stable while its setting is not. In the situations mentioned above, it would be desired to keep the camera unit in the same attitude during the operation, regardless of the impacts from the surrounding environment. The goal of this thesis has been to solve this problem using gyro stabilization by implementing a stabilization algorithm to be added in the camera unit’s software. The idea behind gyro st...