PyTorch and Monai for AI Healthcare Imaging - Python Machine Learning Course

Learn how to use PyTorch, Monai, and Python for computer vision using machine learning. One practical use-case for artificial intelligence is healthcare imaging. In this course, you will improve your machine learning skills by creating an algorithm for automatic liver segmentation. ✏️ Course from Mohammed El Amine MOKHTARI. Check out his YouTube channel: 💻 Code: ⭐️ Course Content ⭐️ (0:00:00) Introduction (0:02:11) What is U-Net (0:13:21) Software Installation (0:22:35) Finding the Datasets (0:35:11) Preparing the Data (2:49:08) Installing the Packages (3:03:56) Preprocessing (3:50:14) Errors you May Face (4:12:06) Dice Loss (4:21:44) Weighted Cross Entropy (4:33:09) The Training Part (4:50:04) The Testing Part (5:01:50) Using the GitHub Repository 🎉 Thanks to our Champion and Sponsor