Industrial smart camera

dc.contributor.authorFatima
dc.contributor.authorAatiqa Saleem
dc.contributor.authorMuhammad Akbar Khan
dc.date.accessioned2026-02-14T15:33:43Z
dc.date.available2026-02-14T15:33:43Z
dc.date.issued2022
dc.description.abstractThe system first sense the flowing product on conveyor belt under the U shaped wooden box with illuminations. The IR sensor is attached with the raspberry pi 4. The sensor send the signals to pi camera and pi camera captured the product from above, where expiry date of product is written. Then the captured image is processed by applying algorithms and Ai techniques whether the expiry date is readable and logical or not. and then it will generate output/label. Expired product will be discarded by the worker and fresh product will flow further, same case is with printing and designing.
dc.identifier.urihttps://escholar.umt.edu.pk/handle/123456789/19740
dc.language.isoen
dc.publisherUMT Lahore
dc.titleIndustrial smart camera
dc.typeThesis
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