Pre-trained Transformers with Hugging Face
Get started with the transformers package from Hugging Face for sentiment analysis, translation, zero-shot text classification, summarization, and named-entity recognition (English and French)
Image Recognition: Dogs vs Cats! (92%)
Classify dog and cat pictures with a 92% accuracy with a deep convolutional neural network.
Image Recognition with Transfer Learning (98.5%)
Use transfer learning to easily classify dog and cat pictures with a 98.5% accuracy.
Object detection with darknet (YOLOv3)
Learn how to use darknet to detect objects in images with YOLOv3
Install TensorFlow on Linux for Deep Learning
Got a Linux PC with an NVidia graphics card? Let's turn it into a deep learning workstation.
Sentiment Analysis with a deep convolutional network
Find out if a text is positive or negative
First Neural Network with Keras
Keras is easy and powerful. Give it a try by training your first neural net to classify handwritten digits.
Install Tensorflow on Windows for Deep Learning
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.
Word Embedding and Sentiment Analysis (IMDB)
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.
Tuning a Deep Convolutional Network for Image Recognition, with keras and TensorFlow
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.