GitHub

U-Net: Semantic segmentation with PyTorch

Customized implementation of the U-Net in PyTorch for Kaggle's Carvana Image Masking Challenge from high definition images. This model was trained from scratch with 5k images and scored a Dice ...
GitHub

Fardins/Instance-Segmentation-using-UNET

This project implements UNET for image segmentation using PyTorch and Streamlit for the user interface. The application allows users to upload or select test images and visualize predicted masks. .
IEEE

IP-UNet: Intensity Projection UNet Architecture for IoMT-enabled 3D Medical Volume Segmentation

Abstract: The proliferation of high-resolution medical imaging data, increasingly generated and transmitted via Internet of Medical Things (IoMT) infrastructure, presents significant computational ...
IEEE

A SimCLR-based Contrastive Swin-UNet Model for Pancreas Segmentation in the Internet of Medical Things

Abstract: Segmentation of the pancreatic computed tomography (CT) image in the Internet of Medical Things (IoMT) environment faces dual challenges of feature robustness and accurate recognition of ...