The goal is to ensure quality for a period of time after you buy it. That can be several days to several weeks, depending on the item. For instance, milk, assuming proper refrigeration, should last five to seven days past its sell-by date before turning sour.
An autoencoder is a neural network that is trained in an unsupervised fashion. The goal of an autoencoder is to find a more compact representation of the data by learning an encoder, which transforms the data to their corresponding compact representation, and a decoder, which reconstructs the original data.
Encoders are used in Many Industries Encoders have become an essential component to applications in many different industries. The following is a partial list of industries making use of encoders: â¢ Automotive â The automotive industry utilize encoders as sensors of mechanical motion may be applied to controlling speed. â¢ Consumer Electronics and Office Equipment â In the consumer electronics industry, encoders are widely used office equipment such as PC-based scanning equipment, printers, and scanners.