![]() ![]() ![]() In advanced manufacturing technologies (including complex automated processes) and their branches of industry, perception and evaluation of the object parameters are the most critical factors. Hence, the reader can form such a system for retail sector or for a broad class of change detection problems in which stand-alone embedded system usage is mandatory. We also tested the proposed shelf control system from different perspectives. We provided all the implementation details of the system both from software and hardware perspectives. Due to the constraints posed by the retail sector, we formed the system by an ultra-low or low power microcontroller with an embedded camera attached to it. To do so, we frame the shelf control operation as change detection. In this study, we propose an embedded computer vision system to solve this problem. Here, shelves in a store should be controlled regularly such that no item is missing in the shelf. One important problem to be tackled is shelf control or stock out detection. Besides, the retail sector has several open and challenging problems which can be solved by embedded computer vision systems. ![]() Several computer vision and sensor-based systems are working together to achieve such a complex and automated operation. Smart retail stores started to take place in our lives. ![]()
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