Commoditizing AI? The state of automated machine learning.
It cannot go unnoticed that machine learning has been quite the hype these past few years. AI programs at universities...
Tag: deep learning
CNNs and feature extraction? The curse of data sparsity.
I recently finished work on my master’s thesis in which I investigated how the process of mapping underground utilities such...
This Person Does Not Exist – how does it work?
In the news recently: the website This Person Does Not Exist. This website does nothing else than showing you a...
Why you shouldn’t use a linear activation function
In today’s deep learning community, three activation functions are commonly used: the sigmoid function, the tanh function and the Rectified...
Avoid wasting resources with EarlyStopping and ModelCheckpoint in Keras
Training a neural network can take a lot of time. In some cases, especially with very deep architectures trained on...
Why Swish could perform better than ReLu
Neural networks are composed of various layers of neurons. Mathematically, a neuron is nothing but the dot product between the...
Convolutional Neural Networks and their components for computer vision
Machine learning (and consequently deep learning) can be used to train computers to see things. We know that machine learning...
What is deep learning exactly?
Recently, I’ve picked up deep learning both in my professional and spare-time activities. This means that I spent a lot...
