Topic: "unet-pytorch"
Confusezius/Carvana_Image_Masking_Challenge
Straightforward top-5% Car Masking Pipeline for the Carvana Image Masking Challenge
Language: Python - Size: 20.5 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1
sonal-bansal/Various-forms-of-Unet
Language: Jupyter Notebook - Size: 1.84 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 2
LI-explorer/AI-Medical-Imaging
AI-powered enhancement of medical images with a U-Net-based denoising pipeline.
Language: Jupyter Notebook - Size: 27.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
AnshKGoyal/Image-Enhancer
Hybrid Image Enhancement platform combining FastAPI and Streamlit for customizable multi-stage pipelines using deep learning. Supports flexible deblurring and dehazing workflows, user authentication, and output history. Easily extendable architecture with pre-trained model weights for advanced image restoration.
Language: Jupyter Notebook - Size: 18.1 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
abarton51/Hyperspectral-Deep-Deconvolution
Project on using deep models for deconvolution of hyperspectral images with chromatic aberration.
Language: TeX - Size: 142 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
Akaqox/unet-segmentation-with-docker
U-Net segmentation algorithm with options of pretrained resnet34 and resnet50 encoders. All of the project dockerized with gpu suppport on anaconda environment with multiple loss support..
Language: Python - Size: 19.5 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0
05kashyap/Lung-Tumor-Segmentation-DS
Lung tumor segmentation with the UNet model.
Language: Jupyter Notebook - Size: 3.95 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
Nobodyworld/De-Noisy-Image-Project
This repository contains scripts and directories for a public domain image editing neural network, 'De-Noisy Image Project', using a U-Net architecture.
Language: Python - Size: 1.6 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
Ayushman-Choudhuri/unet_segmentation_from_scratch
This is the implementation of the original UNet Architecture with some optimizations. The datasets being used for binary image segmentation is the Carvana dataset and for multiclass segmentation on the Cityscape dataset is being added
Language: Python - Size: 229 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
arrafi-musabbir/3D-Universal-U-Net-for-Multi-Domain-Medical-Image-Segmentation Fork of huangmozhilv/u2net_torch
MICCAI2019: 3D U2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation
Language: Python - Size: 2.46 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
Gdahuks/Road_Detection_via_U-NET
Automatic Road Detection via U-NET Neural Network. The project focuses primarily on implementing the U-NET architecture so that it can be easily modified by changing individual parameters.
Language: Python - Size: 43 KB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
KEXT1977/RUD-net
ResU-Net with DnCNN for Semantic Segmentation
Language: Python - Size: 3.37 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
Aaron-Chang-AC/UNet-TGS-Salt-Identification
Building a pytorch version of UNet only for practicing.
Language: Jupyter Notebook - Size: 38.1 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
marxprop/SEAM-AI-GPU-Hackathon
Seismic Facies Classification with the UNET Architecture (Deep Learning).
Language: Jupyter Notebook - Size: 621 KB - Last synced at: 8 days ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
haksorus/covid-ct-segmentation
Covid-19 CT Segmentation UNet-Baseline (Lungs + Infection)
Language: Jupyter Notebook - Size: 4.1 MB - Last synced at: 8 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
0x404/Learning-to-See-in-the-Dark
Learning to See in the Dark论文复现
Language: Python - Size: 66.4 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1
NUISTGY/UNet-Pytorch
A simple UNet for cell image segmentation based on pytorch with 4 different evaluation indexes
Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
DARK-art108/Unet-Torch-Implementation
Unet++ in Torch
Language: Python - Size: 98.6 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
geekysethi/mri_segmentation
Language: Jupyter Notebook - Size: 678 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
MiladInk/McMedHacksGrandChallenge
The winner project for AlphaTau Grand Challenge in McMedHacks (https://mcmedhacks.com/hackathon/).
Language: Jupyter Notebook - Size: 5.57 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1
roovedot/UNet-CNN-for-Road-Segmentation
(In Progress) Unet architecture with CNNs (Convolutional Neural Networks) aimed at Road Segmentation
Language: Python - Size: 11.7 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0
tangezerman/U-net-Tissue-Mask-Generation
A VGG16 backed U-Net model that generates binary masks out of high resolution whole slide images for histopathologists.
Language: Python - Size: 90.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
deban9017/Noise2Noise-Project
Implementation of the 2018 Noise2Noise paper
Language: Jupyter Notebook - Size: 505 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
giansimone/unet-pytorch
PyTorch implementation of a convolutional neural network (U-Net) for semantic segmentation of biomedical images.
Language: Python - Size: 269 KB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
Mqtth3w/pixel-level-segmentation-in-pets-unipr
UNet and DeepLabV3 for instance segmentation. Starting from a rgb image of a pet the network should output a segmentation mask of the pet. Deep Learning and Generative Models' practical project developed in 2025.
Language: Jupyter Notebook - Size: 3.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
SvenPfiffner/SkinMachine
SkinMachine, a simple UNet diffusion model to generate novel Minecraft skins at random.
Language: Jupyter Notebook - Size: 2.16 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
wanghao6736/UNet-with-Pytorch
基于 U-Net 的图像分割模型
Language: Python - Size: 142 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
ababier/deep-dicom
Preprocess and standardize DICOM data for deep learning applications in radiotherapy.
Language: Python - Size: 34.2 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
laoluadewoye/Various-Dim-Unet-ResNet
Library for easy usage of general purpose and diffusion UNETs for any dimension of data.
Language: Jupyter Notebook - Size: 842 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
MilleXi/Retinal-vessel-segmentation
:fire:一个基于 UNet 的视网膜血管分割项目，使用 PyTorch 实现并基于 DRIVE 数据集进行训练和测试。项目包括完整的数据处理、模型训练和测试流程，最终生成视网膜图像的分割结果。
Language: Python - Size: 2.93 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
callmetandat/Parallelizing-U-Net
Language: Jupyter Notebook - Size: 17.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
terelacco/ANN-unet
The repo of the ANN's class final project in NCU (Toruń, Poland). It is an implementation of the paper "U-Net: Convolutional Networks for Biomedical Image Segmentation".
Language: Jupyter Notebook - Size: 343 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
enesdoruk/DomAtt-UNet
Domain Adaptive Based Semantic Segmentation
Language: Python - Size: 152 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
op1009/flood_area_segmentation
Segment flood area from aerial RGB images
Language: Jupyter Notebook - Size: 774 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
avulaankith/Highway-lane-segmentation
Highway lane segmentation Dataset
Language: Jupyter Notebook - Size: 1.04 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
ry-lu/pytorch-face-reaging-network
PyTorch Lightning implementation of Disney's face re-aging network (FRAN) paper.
Language: Python - Size: 39.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
KrisnaPinasthika/Deciphering-Pixel-Insights
Official implementation of Deciphering pixel insights: A deep dive into deep learning strategies for enhanced indoor depth estimation
Language: Jupyter Notebook - Size: 21.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Nobodyworld/De-Noisy-Image-Project-Xtra-Small
The extra small and even more CPU friendly version of the "De-Noisy Image Project." This repository contains scripts and directories for a public domain image editing neural network, 'De-Noisy Image Project', using a U-Net architecture.
Language: Python - Size: 1.55 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Nobodyworld/De-Noisy-Image-Project-Small
The smaller and more CPU friendly version of the De-Noisy Image Project. This repository contains scripts and directories for a public domain image editing neural network, 'De-Noisy Image Project', using a U-Net architecture.
Language: Python - Size: 2.15 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
seblful/unet
PyTorch Implementation of Paper "U-Net: Convolutional Networks for Biomedical Image Segmentation"
Language: Python - Size: 29.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
naiikaa/bachelor-thesis
bachelor thesis
Language: TeX - Size: 13.9 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
papandreas42/image-segmentation
Automating the Segmentation of X-ray Images with Deep Neural Networks
Language: Jupyter Notebook - Size: 3.09 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
gorkemgul/PyTorch-UNET
An comprehensive PyTorch implementation of UNET model.
Language: Python - Size: 3.91 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Honee-W/UNet-MISO
unofficial implementation of "A Causal U-net based Neural Beamforming Network for Real-Time Multi-Channel Speech Enhancement"
Language: Python - Size: 1.98 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
DebeshJha/Doubleunet_pytorch
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation (pytorch implementation)
Language: Python - Size: 838 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
beifa/unetus
PyTorch Implementation 3D U-Net architecture
Language: Python - Size: 41 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
dragonHyeon/pytorch-basic-model-implementation
Implemented basic deep learning models using PyTorch
Language: Python - Size: 10.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
Al-Shafi-Github/Blood_Vessel_Segmentation_Messidor_Unet
Blood Vessel Segmentation was done on Messidor Dataset. Using the weights of a model which was trained on Drive2004 Dataset and ChaseDB
Size: 5.86 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
burakai/Weld-Defect-Detection-with-U-Net
Implementation of the original U-net algorithm as a final project for the course "BLG 506E - Computer Vision" at Istanbul Technical University.
Language: Jupyter Notebook - Size: 274 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
LucasDedieu/Denoising-Diffusion-Model-Flower102
Denoising Diffusion Model on Flower102 Dataset
Language: Jupyter Notebook - Size: 23.1 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1
chlohyerim/semantic-segmentation-with-few-data
PyTorch semantic segmentation practice
Language: Python - Size: 18.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
AnodeGrindYo/DiffusionModels
Une série de notebooks qui expliquent en détail comment fonctionnent les modèles de diffusion
Language: Jupyter Notebook - Size: 921 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
Highdrien/segmentation_MRI
semantic segmentation of cardiac MRI to detect different parts of the heart
Language: Python - Size: 35.2 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
hwaseem04/UNet
PyTorch Reimplementation of Famous semantic segmentation architecture
Language: Jupyter Notebook - Size: 2.58 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
singh-sidharth/Image-Segmentation
Biomedical Image Segmentation using Unet with PyTorch
Language: Jupyter Notebook - Size: 35 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
AlessandroMondin/U-NET
My personal implementation of U-NET (semantic-segmentation)
Language: Python - Size: 133 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
jainaviral898/Cell-Nuclei-Segmentation-using-cGAN Fork of babajide07/Cell-Nuclei-Segmentation-using-cGAN
Breast Cell Nuclei Segmentation, project work done as a part of Internship at Machine Vision Lab, IIT Roorkee.
Language: Jupyter Notebook - Size: 75.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
soondubu137/cytometry-autogating
Autogating for gate 1 and gate 2 with U-Net.
Language: Python - Size: 2.92 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
aCoalBall/segmentation-of-3d-prostate
Segment the Prostate 3D data set with the UNet3D
Language: Python - Size: 1.26 GB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
Sudhanshu1304/Unet-In-PyTorch
Different ways to create the Unet Architecture in PyTorch. A U-shaped architecture consists of a specific encoder-decoder scheme: The encoder reduces the spatial dimensions in every layer and increases the channels....
Language: Python - Size: 26.4 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
SwethaSrikari/ImageGeneration-DiffusionModel
Generating images using a diffusion model
Language: Jupyter Notebook - Size: 14.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
wurining/Double-Link-3D-U-Net
Double-link 3D U-Net
Size: 0 Bytes - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
musimab/Unet_brain_segmentation
unet brain segmentation with pytorch c++
Language: C++ - Size: 27.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1
fbasatemur/unet_image_segmentation
Pytorch implementation of neuronal membrane segmentation using unet
Language: Jupyter Notebook - Size: 14.8 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1
mr-ravin/unet-image-segmentation 📦
This repository contains the Unet architecture built with Pytorch library. Here, the Unet architecture is used to perform the image segmentation.
Language: Python - Size: 351 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
D-coder22/fish-segmentation
Tried my hand at Image segmentation.
Language: Jupyter Notebook - Size: 4.44 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
dasdristanta13/2.5D-Visual-Sound
Visualising Sound
Language: Python - Size: 2.35 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
akanametov/unet-pytorch
A Unet implementation from original paper
Language: Python - Size: 7.71 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
RutwikP/Generalizing-Cardiac-Image-Segmentation-
Building Machine Learning models that generalize cardiac image segmentation using various MRI scans collected from different clinical centres.
Language: Jupyter Notebook - Size: 892 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
sovit-123/Torch-Segment
A deep learning image segmentation library and API on top of PyTorch.
Language: Python - Size: 87.9 KB - Last synced at: 29 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
Aditya3107/UNet-implementation
UNet : Convolutional Networks for Biomedical Image Segmentation
Language: Python - Size: 2.93 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
powerplayer9/Semantic-Segmentaion-Using-CNNs
Analyzing the performance of different types of convolutional filters for image segmentation purposes.
Language: Python - Size: 32.2 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
