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Introduction to image segmentation using PyTorch. The tutorial focuses on the U-Net and basic usage of nnU-Net.

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Segmentation Tutorial July 2024

This is the tutorial for the Students' Meeting held on 16/07/2024 for the INM-4 students. The meeting was organised by Farah Abdellatif and Keith George Ciantar.

Notebooks

Notebook Description Colab
shapes.ipynb Notebook to create the dataset. The data for the students' meeting has already been generated. Open In Colab
segmentation_cnn.ipynb Notebook to create, train and test a U-Net model. Open In Colab
nnU‑Net_v1_example.ipynb Notebook to install nnU-Net v1, download a pretrained model with some data, and run some inference. Open In Colab

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Introduction to image segmentation using PyTorch. The tutorial focuses on the U-Net and basic usage of nnU-Net.

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