Archives for RMSPROP

17 Mar

The Recreation Of Fingerprints Images With Convolutional Autoencoders

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image-10873

With security being regarded as the most important factor in any organisation and is also a matter of grave concern, biometric authentication systems are the most reliable when it comes to verifying a person’s identity. In the article, we will cover in brief how Aditya Sharma reconstructed fingerprints using convolutional autoencoders. Biometrics are usually classified…

The post The Recreation Of Fingerprints Images With Convolutional Autoencoders appeared first on Analytics India Magazine.

12 Sep

A Lowdown On Alternatives To Gradient  Descent Optimization Algorithms 

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image-7059

Gradient Descent is the most common optimisation strategy used in machine learning frameworks. It is an iterative algorithm used to minimise a function to its local or global minima. In simple words, Gradient Descent iterates overs a function, adjusting it’s parameters until it finds the minimum.  Gradient Descent is used to minimise the error by…

The post A Lowdown On Alternatives To Gradient  Descent Optimization Algorithms  appeared first on Analytics India Magazine.