In summary, we focused on the problem of how to improve the recognition rate Development of Spectacle For The Special Needs With Camera targets in adverse conditions to blind people and people who have vision difficulties.

Two models have been compared and each of them demonstrates their own unique characteristics. Each of the models were successful in the required application of object detection and recognition with the YOLOv5s being the most optimal model for real-time deployment due to its speed and accuracy combination. It can be concluded that it is very much possible for computer vision applications to be used in real-time.