Smart Compression

An irreplaceable technique used to reduce the volume of the transferred data

Hours total

1350

Technical Stack

PCA, Digital filters, Recurrent models, Probabilistic programming, VGG, SVM, LDA

Services Involved

Dedicated Team

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OVERVIEW

Users always appeal to faster services. Nowadays compression is an irreplaceable technique used to reduce the volume of the transferred data, this computer science area is one of the most interesting to research and develop.

CHALLENGE

To save space for storing huge arrays of data and reduce processing and transferring time.

Solution

To develop a reasonably fast and smart unsupervised neural network on the basis of autoencoder architecture.

Results

Creation of intelligent neural network saving more than 50% of initial data size and approximately 30% of transferring time.

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