Add 1D FCN, U-Net #716

akhileshkh · 2025-12-08T03:20:42Z

CS 598 Fall 2025 Final Project PyHealth Contribution for Akhilesh Khambekar, Jadepan Thedthong, Afraz Jaweed.

Adds a Fully Convolutional Network for Semantic Segmentation of 1D data

Add the Fully Convolutional Network(FCN) for semantic segmentation of 1D sequential data.

Adding a U-Net model for semantic segmentation of 1D Signal Data.

akhileshkh added 4 commits December 7, 2025 22:15

Create FCN1D.py

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Adds a Fully Convolutional Network for Semantic Segmentation of 1D data

Delete pyhealth/models/FCN1D.py

886be46

Create fcn1d.py

ed92cb6

Add the Fully Convolutional Network(FCN) for semantic segmentation of 1D sequential data.

Create unet1d.py

350144c

Adding a U-Net model for semantic segmentation of 1D Signal Data.

LogicFan added the model Contribute a new model to PyHealth label Dec 18, 2025

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