Neither convolution nor recurrent layers of deep learning enable non-linearity. Activation functions enable neural networks to become non-linear. An activation … More
Tag: deep learning
Race and Ethnicity Prediction In The Perspective of AI Ethics
We can predict the demographic and cultural information of people including identity, age and gender, ethnicity based on their photos already. … More
Machine Learning Wars: Deep Learning vs GBM
Machine learning studies have unfortunately bi-polarization. Practitioners mostly adopt either deep learning or gradient boosting machines. They might support these … More
Apparent Age and Gender Prediction in Keras
Computer vision researchers of ETH Zurich University (Switzerland) announced a very successful apparent age and gender prediction models. They both … More
5 Facts about Deep Learning and Neural Networks
Marketing staff are much more successful than engineers for things to be adopted. Even for engineering marvels. People working in … More
Artistic Style Transfer with Deep Learning
We have recently watched Van Gogh’s known story in Loving Vincent. 125 artists come together and painted 65.000 Van Gogh style … More
Handwritten Digit Recognition Using CNN with Keras
Image recognition studies have reached incredible accuracy levels for the past several years. It is undeniable fact that deep learning has defeated … More
A Gentle Introduction to Convolutional Neural Networks
Convolutional neural networks (aka CNN and ConvNet) are modified version of traditional neural networks. These networks have wide and deep … More
