3 posts tagged with "image classification"

  July 14, 2019     15min read

Automate the diagnosis of Knee Injuries 🏥 with Deep Learning part 2: Building an ACL tear classifier

In this post, you'll learn how to use PyTorch to train an Anterior Cruciate Ligament (ACL) tear classifier that sucessfully detects these injuries from MRIs with a very high performance. We'll dive into the code and we'll go through various tips and tricks ranging from transfer learning to data augmentation, stacking and handling medical images