Build your first deep neural networks, and learn advanced techniques such as transfer learning.
Keras is easy and powerful. Give it a try by training your first neural net to classify handwritten digits.
Classify dog and cat pictures with a 92% accuracy with a deep convolutional neural network.
Use transfer learning to easily classify dog and cat pictures with a 98.5% accuracy.
Object detection and identification is a major application of machine learning. Today, we're going to install darknet, which makes these tasks very easy.
Word embedding is essential in natural language processing with deep learning. This technique allows the network to learn about the meaning of the words. In this post, we classify movie reviews in the IMDB dataset as positive or negative, and provide a visual illustration of embedding.
Find out if a text is positive or negative
Got a Linux PC with an NVidia graphics card? Let's turn it into a deep learning workstation.
You would like to try deep learning but don't have a GPU? Or you don't want to install software on your computer? This tutorial is for you, as it requires no specific hardware or software.
Got a gamer PC lying around? Why not install TensorFlow to turn it into a deep learning workstation? This simple recipe will get you ready in ten minutes.