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Augmented Reality (AR) technology has great potential to be applied in different fields like education, medical surgeries, manufacturing, etc. Assembly process is an important process in manufacturing field and it is happening in our daily life too such as put furniture's pieces together. Therefore, an assembly training is essential for a person who has no or simple knowledge about the product assembly process. Conventionally, the assembly task training is conducted through paper-based manual to guide and train the participant to understand the assembly steps. This traditional method is costly and time consuming. Stereoscopic vision has shown to be more beneficial over the monocular vision which it can provide depth information to the users. AR could combine with the stereoscopic vision to present the virtual object in a better way for the users to judge the distance of the virtual object in assembly system. Thus, it …