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.
โ๏ธ Course from Mohammed El Amine MOKHTARI. Check out his YouTube channel: https://www.youtube.com/c/pycad
๐ป Code: https://github.com/amine0110/Liver-Segmentation-Using-Monai-and-PyTorch
โญ๏ธ Course Content โญ๏ธ
(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
๐ Thanks to our Champion and Sponsor supporters:
๐พ Raymond Odero
๐พ Agustรญn Kussrow
๐พ aldo ferretti
๐พ Otis Morgan
๐พ DeezMaster
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