Archives for encoder

17 Mar

The Recreation Of Fingerprints Images With Convolutional Autoencoders

image-10873
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.

13 Aug

How Variational Autoencoders Can Flourish In Any Machine Learning Setting

image-6458
image-6458

Variational Autoencoders (VAE) came into limelight when they were used to obtain state-of-the-art results in image recognition and reinforcement learning. VAEs consist of encoder and decoder network, the techniques of which are widely used in generative models. Encoders can be seen in CNNs too, they convert an image into a smaller dense representation which is…

The post How Variational Autoencoders Can Flourish In Any Machine Learning Setting appeared first on Analytics India Magazine.