Predictive maintenance helps anticipate when maintenance should be performed on machinery. In many industries, this approach uses AI and machine learning techniques, which in turn need to be run effectively on specific devices. Recently, Capgemini … Read more
Neural Networks
How to build a GAN in Python
Introduction Generative Adversarial Networks (GANs) are a hot topic in machine learning for several good reasons. Here are three of the best: GANs can provide astonishing results, creating new things (images, texts, sounds, etc.) by imitating … Read more
Epidemic Intelligence, part 2: data, models and machine learning in the age of Coronavirus
In a previous article, we shared some reflections on machine learning models for data fitting and prediction, playing with a simple dataset related to the spread of the current coronavirus emergency. We looked at simple models and mentioned some … Read more
Artificial Intelligence: “the new electricity”
How we got here: the era of artificial intelligence The history of humankind is marked by turning points, when a new discovery or invention changes the way things are done within an entire society and, eventually, across the entire planet. The … Read more
iPhone X’s Face ID using Deep Learning
Hello Norman. Recently you’ve presented to the members of the Facebook Developer Circle community your talk on "How I implemented iPhone X's Face ID using Deep Learning". Would you like to tell us what it was about? I gladly accepted the … Read more
From artificial intelligence to generative deep learning
In recent years, artificial intelligence has evolved at an exponential rate, especially after a new kind, or perhaps an improvement, of machine learning emerged, namely deep learning. Deep learning techniques renewed neural networks both by … Read more
Understanding AI: Training
Artificial intelligence (AI) and machine learning are terms informally used to mean a machine’s ability to mimic human cognitive functions, such as perceiving, reasoning and problem-solving. With human-like abilities to “think,” AI is taking on … Read more