unet-pytorch | Topic | Ecosyste.ms: Repos

Topic: "unet-pytorch"

qubvel-org/segmentation_models.pytorch

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

Language: Python - Size: 18.9 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 10,574 - Forks: 1,757

wolny/pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

Language: Jupyter Notebook - Size: 291 MB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 2,206 - Forks: 528

rishikksh20/ResUnet

Pytorch implementation of ResUnet and ResUnet ++

Language: Python - Size: 33.2 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 448 - Forks: 66

neptune-ai/open-solution-mapping-challenge

Open solution to the Mapping Challenge :earth_americas:

Language: Python - Size: 704 KB - Last synced at: about 21 hours ago - Pushed at: over 4 years ago - Stars: 387 - Forks: 98

sdsubhajitdas/Brain-Tumor-Segmentation

Brain Tumor Segmentation done using U-Net Architecture.

Language: Jupyter Notebook - Size: 37.1 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 279 - Forks: 62

tugstugi/pytorch-saltnet

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

Language: Python - Size: 732 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 279 - Forks: 52

HansBambel/SmaAt-UNet

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

Language: Python - Size: 914 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 258 - Forks: 49

stefanknegt/Probabilistic-Unet-Pytorch

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

Language: Python - Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 242 - Forks: 63

pollockjj/ComfyUI-MultiGPU Fork of neuratech-ai/ComfyUI-MultiGPU

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.

Language: Python - Size: 14.1 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 212 - Forks: 9

pykao/Modified-3D-UNet-Pytorch

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

Language: Python - Size: 33.2 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 207 - Forks: 49

NITR098/Awesome-U-Net

Official repo for Medical Image Segmentation Review: The success of U-Net

Language: Jupyter Notebook - Size: 8.66 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 171 - Forks: 27

fepegar/unet

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

Language: Python - Size: 98.6 KB - Last synced at: 25 days ago - Pushed at: 7 months ago - Stars: 166 - Forks: 21

zhoudaxia233/EfficientUnet-PyTorch

A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder

Language: Python - Size: 25.4 KB - Last synced at: about 15 hours ago - Pushed at: over 4 years ago - Stars: 161 - Forks: 35

minerva-ml/open-solution-data-science-bowl-2018 📦

Open solution to the Data Science Bowl 2018

Language: Python - Size: 7.03 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 158 - Forks: 42

davidiommi/Pytorch--3D-Medical-Images-Segmentation--SALMON 📦

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

Language: Python - Size: 15.4 MB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 121 - Forks: 27

Confusezius/unet-lits-2d-pipeline

Liver Lesion Segmentation with 2D Unets

Language: Python - Size: 213 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 87 - Forks: 25

musimab/Tc_ID_Card_OCR

Automatic information extraction from identity card with ocr

Language: Python - Size: 164 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 74 - Forks: 23

nikhilroxtomar/Retina-Blood-Vessel-Segmentation-in-PyTorch

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

Language: Python - Size: 8.59 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 70 - Forks: 28

Charmve/Semantic-Segmentation-PyTorch

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

Language: Python - Size: 2.72 MB - Last synced at: about 6 hours ago - Pushed at: about 1 year ago - Stars: 55 - Forks: 11

josedolz/IVD-Net

Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.

Language: Python - Size: 1.37 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 50 - Forks: 14

France1/unet-multiclass-pytorch

Multiclass semantic segmentation using U-Net architecture combined with strong image augmentation

Language: Jupyter Notebook - Size: 17 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 48 - Forks: 7

anishreddy3/Crack-Semantic-Segmentation

Real time crack segmentation using PyTorch, OpenCV and ONNX runtime

Language: Python - Size: 47.6 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 46 - Forks: 21

lachinov/brats2019

Language: Jupyter Notebook - Size: 687 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 45 - Forks: 9

Diyago/Severstal-Steel-Defect-Detection

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

Language: Python - Size: 2.63 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 44 - Forks: 13

HowieMa/lstm_multi_modal_UNet

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

Language: Python - Size: 8.15 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 41 - Forks: 16

aws-samples/deploy-stable-diffusion-model-on-amazon-sagemaker-endpoint

Deploy Stable Diffusion Model on Amazon SageMaker Endpont

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 39 - Forks: 10

Thvnvtos/Lung_Segmentation

Lung Segmentation UNet model on 3D CT scans

Language: Python - Size: 335 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 37 - Forks: 8

AImageLab-zip/alveolar_canal

This repository contains the material from the paper "Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation"

Language: Python - Size: 973 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 34 - Forks: 4

Koldim2001/Unet-pytorch-training

Репозиторий для обучения нейросетевых моделей по семантической сегментации + пример использования моделей на практике

Language: Jupyter Notebook - Size: 55.1 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 31 - Forks: 1

gaurav104/LungSegmentation

This was my research project at IIT Bombay on Lung Segmentation from Chest X-Rays Images

Language: Python - Size: 41 KB - Last synced at: 12 months ago - Pushed at: almost 7 years ago - Stars: 30 - Forks: 5

greed2411/unet_pytorch

Pytorch implementation of UNet for converting aerial satellite images into google maps kinda images.

Language: Python - Size: 2.5 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 29 - Forks: 2

yakhyo/crack-segmentation

🛣️🔍 | Road crack segmentation using UNet in PyTorch > Implementation of different loss functions (i.e Focal, Dice, Dice + CE)

Language: Jupyter Notebook - Size: 107 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 27 - Forks: 4

mjDelta/CV-in-ADAS-pytorch

This repo includes Unet, Spatial CNN (S-CNN) and VPNet for lane segmentation, and YOLO, Faster-RCNN, Stereo-RCNN for vehicle detection.

Language: Jupyter Notebook - Size: 96 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 27 - Forks: 4

zdaiot/Kaggle-Steel-Defect-Detection

My solution to the Severstal: Steel Defect Detection on Kaggle, which got the 96th place. (Top4%)

Language: Python - Size: 5.11 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 25 - Forks: 10

Mostafa-wael/U-Net-in-PyTorch

This is an implementation of the U-Net model from the paper, U-Net: Convolutional Networks for Biomedical Image Segmentation.

Language: Jupyter Notebook - Size: 433 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 23 - Forks: 8

XiangqianMa/Kaggle-Steel-Defect-Detection

Code of kaggle semantic segmentation competition: Steel Defect Detection.

Language: Python - Size: 2.2 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 23 - Forks: 2

Everypixel/arshadowgan-like

ARShadowGAN-like realization. PyTorch.

Language: Python - Size: 1.32 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 6

tinymilky/RSANet

RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation (MICCAI 2019)

Language: Python - Size: 657 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 23 - Forks: 3

ahirsharan/MTL-Segmentation

Meta Transfer Learning for Few Shot Semantic Segmentation using U-Net

Language: Python - Size: 290 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 21 - Forks: 6

hanyoseob/pytorch-UNET

U-Net: Convolutional Networks for Biomedical Image Segmentation

Language: Python - Size: 756 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 18 - Forks: 5

hiyouga/Image-Segmentation-PyTorch

U-Net for image segmentation, PyTorch implementation.

Language: Python - Size: 96 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 4

Allenem/MedicalImage

:hospital: 医学图像作业：图像配准论文阅读；眼底血管分割实验

Language: Python - Size: 75.3 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 6

zhoudaxia233/PyTorch-Unet

PyTorch1.0 Implementation of Unet

Language: Python - Size: 103 KB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 16 - Forks: 5

caiyunapp/leibniz

Leibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch

Language: Python - Size: 1.46 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 15 - Forks: 7

tayebiarasteh/lane-detection

Weakly-supervised road-lane markings detection for autonomous driving, mitigating the lack of training data

Language: Python - Size: 234 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 14 - Forks: 1

chathumal93/Pytorch-UNet-Flood-Segmentation

This repository contains a PyTorch implementation of a U-Net model for segmenting water areas (flood and permananet water) in Sentinel-1 satellite images.

Language: Jupyter Notebook - Size: 53.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 4

ukaukaaaa/BeamDosePrediction

A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]

Language: Python - Size: 291 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1

DevJake/EEG-diffusion-pytorch Fork of lucidrains/denoising-diffusion-pytorch

An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.

Language: Jupyter Notebook - Size: 2.78 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 2

hellopipu/unet_plus

pytorch implementation of UNet++（Nested UNet）

Language: Python - Size: 4.88 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 13 - Forks: 6

matin-ghorbani/Salt-Segmentation-UNet

Implement a salt segmentation using PyTorch for TGS Salt Identification Challenge

Language: Python - Size: 338 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 0

mahdizynali/Pytorch-UNet-Brain-Tumor-Detection

simple pytorch unet model for brain tumor detection on MRI tiff images

Language: Python - Size: 3.53 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 0

ishaanb92/PyTorch-UNet

PyTorch implementation of the UNet model -- https://arxiv.org/abs/1505.04597

Language: Python - Size: 41 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 2

spctr01/UNet

PyTorch implementation of Original UNet Paper

Language: Python - Size: 43.9 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 9

shashankskagnihotri/cospgd

The official repository for CosPGD: a unified white-box adversarial attack for pixel-wise prediction tasks.

Language: Python - Size: 940 KB - Last synced at: 17 days ago - Pushed at: about 2 months ago - Stars: 11 - Forks: 1

djin31/VesselExtract

U-net based CNN for segmenting blood vessel and thereafter removal of vessels from fundus image

Language: Jupyter Notebook - Size: 9.43 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 11 - Forks: 1

sakethbachu/UNET-Semantic_Segmentation

Semantic segmentation on CamVid dataset using the U-Net.

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 10 - Forks: 0

GohVh/resnet34-unet

Segmentation model using UNET architecture with ResNet34 as encoder background, designed with PyTorch.

Language: Python - Size: 1.74 MB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2

sauravmishra1710/U-Net---Biomedical-Image-Segmentation

Implementation of the paper titled - U-Net: Convolutional Networks for Biomedical Image Segmentation @ https://arxiv.org/abs/1505.04597

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 5

UsamaI000/CamVid-Segmentation-Pytorch

This is the DL repository for Semantic Segmentation using U-Net model in pytorch library.

Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 7

upashu1/Pytorch-UNet-2 Fork of milesial/Pytorch-UNet

UNet 2.0 - Pytorch implementation of the U-Net 2.0 for image semantic segmentation, with processing blocks for noisy images

Language: Python - Size: 48.4 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 5

CedricCaruzzo/pannuke-segmentation

An open-source UNet-based pipeline for nuclei segmentation in histopathology images using the PanNuke dataset. It features an interactive web app for easy data visualization and handling, making AI tools accessible even for non-experts. This project provides a foundation for training and exploring histopathology data.

Language: Python - Size: 107 KB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 4

FrexG/ELU-Net-pytorch

Pytorch implementation of ELU-Net: An Efficient and Lightweight U-Net for Medical Image Segmentation

Language: Jupyter Notebook - Size: 376 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 2

ElliotY-ML/Hippocampus_Segmentation_MRI

Udacity AI for Healthcare Nanodegree Project: Measurement of Hippocampus Structure in MRI 3-D Images using Deep Learning Image Segmentation

Language: Jupyter Notebook - Size: 28.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 6

jeya-maria-jose/Unet_DWT

Unet based on Wavelet coefficients for segmentation

Language: Python - Size: 241 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

ArghyaChatterjee/unet-nuclear-thermal-ir-image-segmentation

Nuclear Thermal IR Image Segmentation with CNN. Work performed in 2019 as part of BSc. Thesis.

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 5 - Forks: 0

danihae/bio-image-unet

Implementation of U-Net, U-Net++, and 3D U-Net in PyTorch for analysis of bio-images

Language: Python - Size: 249 KB - Last synced at: 11 days ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0

muratali016/AI-Photo-Editor-UNet

AI Photo editor UNet

Language: Jupyter Notebook - Size: 752 KB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1

fshnkarimi/LungTumor-Segmentation

Automatically segment lung cancer in CTs

Language: Jupyter Notebook - Size: 5.6 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0

ashishpatel26/Semantic-Segmentation-Keras-Tensorflow-Example

Semantic Segmentation Example

Language: Jupyter Notebook - Size: 9.99 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

zdaiot/Kaggle-Pneumothorax-Seg

My solution to the SIIM-ACR Pneumothorax Segmentation Challenge on Kaggle, which got the 34th place (Top3%).

Language: Python - Size: 4.48 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 2

nata-vito/skin-cancer-segmentation

The aim of this project is to train segmentation models with png mask. This work uses U-Net model specialized in biomedical image segmentation in order to segment skin cancers.

Language: Jupyter Notebook - Size: 7.69 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

negarhonarvar/DAGMRNet

A dynamic attentive graph model for cardiac MRI image reconstrunction of CMRxRecon dataset with PromptUnet for sensitivity map estimation.

Language: Python - Size: 71 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 0

ksasso1028/indi-debanding

Image Debanding using Inversion by Direct Iteration

Language: Python - Size: 65.4 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 1

yakhyo/unet-pytorch

🚗 | UNet implementation using PyTorch | CARVANA Dataset | Car Segmentation

Language: Jupyter Notebook - Size: 319 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

DebeshJha/TransRUPNet

TransRUPNet for Improved Out-of-Distribution Generalization in Polyp Segmentation (IEEE EMBC)

Language: Python - Size: 827 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

bhimrazy/unet

PyTorchUNet : A PyTorch Implementation of UNet Architecture for Semantic Segmentation of Images from scratch.

Language: Python - Size: 16 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

Roldbach/Autoencoder-CT-SISR-3D

[ISBI 2023] Official PyTorch Implementation of Is Autoencoder Truly Applicable for 3D CT Super-Resolution?

Language: Python - Size: 221 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

htem/raygun

An image enhancement and segmentation pipeline for generating connectomic reconstructions from X-ray holographic nanotomography, using CycleGANs, Local Shape Descriptors, and Mutex Watershed. Built with PyTorch, Daisy, and Gunpowder.

Language: Python - Size: 145 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

ASEM000/UNet-Medical-Segmentation-Decathlon

UNet implementation to segment left ventricle in pytorch

Language: Jupyter Notebook - Size: 230 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

SarthakGarg19/Severstal-Steel-Defect-Detection

Steel Defect Detection using U-Net. Optimising training and inference using Automatic Mixed Precision and TensorRT respectively.

Language: HTML - Size: 3.26 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 1

deepmancer/unet-semantic-segmentation

PyTorch UNet model for semantic segmentation of urban scenes using the Cityscapes dataset

Language: Jupyter Notebook - Size: 2.51 MB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

huichen5796/2022-studienarbeit-hui-chen

a tool for detecting tables in image and analysing complex header

Language: Python - Size: 874 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

khanhdq109/Lung-Tumor-Segmentation

Segmentation of a small target (cancer) in a large image

Language: Jupyter Notebook - Size: 3.17 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

FnSK4R17s/Testing-Mixed-Precision-Training-Using-Pytorch-Lightning-and-Segmentation-Models

Testing Mixed Precision Training Using Pytorch Lightning and Segmentation Models

Language: Python - Size: 18.6 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

GKalliatakis/camus-segmentation-pytorch

PyTorch implementation of the two U-Net-based architectures described in "Deep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography"

Language: Python - Size: 899 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

morteza89/Carvana-Image-Masking-Challenge

In this Repo, A #UNET in #Pytorch is presented for Image segmentation of #Carvana challenge.

Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

leslie-zi-pan/WMH_Segmentation_ipynb

Brain white matter hyperintensity segmentation, with T1 and FLAIR MRI images, using UNet.

Language: Jupyter Notebook - Size: 774 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 1

artisandhq/Generative-Adversarial-Network-Image-Transformation-Real-Photo-to-Cartoon- 📦

The implementation of Generative Adversarial Network as the part of "Photo-to-Emoji Transformation" research series. The generator uses U-Net as the auto-encoder transformer.

Language: Python - Size: 131 KB - Last synced at: 10 days ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

akuritsyn/kaggle-pneumothorax

Kaggle SIIM-ACR Pneumothorax Segmentation - Top 4% (50/1475)

Language: Jupyter Notebook - Size: 970 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 2

bvezilic/Nuclei-segmentation

PyTorch implementation of U-Net image segmentation for Kaggle Data Science Bowl 2018 competition

Language: Jupyter Notebook - Size: 1.46 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 1

4m4n5/image_colorization

SAGAN implementation in pytorch for image colorization task.

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 0

Anshul-ydv/LungNoduleSegmentationAndDetection

In this project we are using Luna-16 as primary dataset and we are using U-net for segmentation, CNN for detection

Language: Jupyter Notebook - Size: 60 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 1

prasannaghimiree/Breast-Cancer-Histopathology-Image-Segmentation-using-U-Net

Breast cancer histopathology image segmentation using U-Net. This repository implements U-Net for accurate segmentation of cancerous regions. It includes data augmentation, mixed precision training, checkpointing, and evaluation metrics like Dice score to improve model performance.

Language: Jupyter Notebook - Size: 2.6 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

Youngsiii/UNet_KANConv

Bottleneck KANConv for Unet

Language: Python - Size: 1.04 MB - Last synced at: 11 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

SANJITH-KUMAR-20/BaseLine-UNet-IMGDec

A BaseLine U-Net Model to Detect Manipulation

Language: Jupyter Notebook - Size: 551 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

Theia-Scientific/Pytorch-UNet Fork of milesial/Pytorch-UNet

PyTorch implementation of the UNet model for image semantic segmentation

Language: Python - Size: 46.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0