A retail company wants to monitor their store shelves using cameras to identify and count various products in real-time.
Which computer vision solution should they use to achieve this?
Facial Analysis
Optical Character Recognition (OCR)
Image Classification
Object Detection
Object Detection is the appropriate computer vision solution because it can identify multiple objects within an image and provide their exact locations. This allows the retail company to not only detect the presence of different products but also count them and determine their positions on the shelves.
Image Classification would only assign a single label to the entire image without providing information about multiple objects or their locations.
Optical Character Recognition (OCR) is used for extracting text from images, which is not applicable in this scenario.
Facial Analysis focuses on detecting and interpreting human faces, which is also not relevant to monitoring products on shelves.
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