Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Pytorch implementation of ResUnet and ResUnet ++

Open solution to the Mapping Challenge 🌎

A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017

This custom_node for ComfyUI adds one-click "Virtual VRAM" for any GGUF UNet and CLIP loader, managing the offload of layers to DRAM or VRAM to maximize the latent space of your card. Also includes nodes for directly loading entire components (UNet, CLIP, VAE) onto the device you choose. Includes 16 examples covering common use cases.

"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.

A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder

Open solution to the Data Science Bowl 2018

Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.

Automatic information extraction from identity card with ocr

Liver Lesion Segmentation with 2D Unets

This repository contains the code for semantic segmentation of the retina blood vessel on the DRIVE dataset using the PyTorch framework.

Real time crack segmentation using PyTorch, OpenCV and ONNX runtime

Can you detect and classify defects in steel? Segmentation in Pytorch

[ICIVC 2019] "LSTM multi-modal UNet for Brain Tumor Segmentation"

PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, GoogleNet, and more dataset

🏥 医学图像作业：图像配准论文阅读；眼底血管分割实验