Practical Considerations for Face Recognition System Implementation: Retail Business Use Case

COVID-19 pandemic has proven experts’ prediction which stated that traditional retail might not survive in the coming age. During pandemic, many longstanding brands barely survived, and some of them even went out business. To thrive, implementation digital technologies to drive a more convenient shopping experience enhance customer be crucial gaining loyalty. One use cases is popularity nowadays Face Recognition system. The purpose this study propose practical solutions three underlying issues implementation: simple but effective choice framework, discreet way arrange camera locations, light robust algorithm could deliver good accuracy with minimum resources. This used explorative descriptive method, combining authors’ direct literature study. result is: proposed arrangement, Neural Network image augmentation. hopefully give context academics fellow practitioners steps needed implement solve real world issues.