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The Top 23 Deep Learning Unet Open Source Projects

Open source projects categorized as Deep Learning Unet
Categories > Machine Learning > Deep Learning
Pytorch Unet ⭐ 7,861
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 3 months ago
Paddlex ⭐ 4,510
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 2total releases 54most recent commit 4 months agopypi paddlex} Downloads
Unet ⭐ 4,218
unet for image segmentation
most recent commit 10 months ago
Tf_unet ⭐ 1,582
Generic U-Net Tensorflow implementation for image segmentation
most recent commit 4 years ago
Dlcv_for_beginners ⭐ 1,409
《深度学习与计算机视觉》配套代码
most recent commit 3 years ago
Medicaldetectiontoolkit ⭐ 1,249
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
most recent commit 3 months ago
Deep Learning In Production ⭐ 949
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
most recent commit a year ago
Medicalzoopytorch ⭐ 896
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
most recent commit 2 years ago
Mobile Semantic Segmentation ⭐ 677
Real-Time Semantic Segmentation in Mobile device
most recent commit 2 years ago
Human Segmentation Pytorch ⭐ 532
Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
most recent commit a year ago
Speech Enhancement ⭐ 515
Deep learning for audio denoising
most recent commit 6 months ago
Bcdu Net ⭐ 435
BCDU-Net : Medical Image Segmentation
most recent commit 2 years ago
Supervisely Tutorials ⭐ 376
🌈 Tutorials for Supervise.ly
most recent commit 6 years ago
Open Solution Mapping Challenge ⭐ 363
Open solution to the Mapping Challenge 🌎
most recent commit 3 years ago
Unext Pytorch ⭐ 359
Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022
most recent commit 7 months ago
Kaggle_salt_bes_phalanx ⭐ 270
Winning solution for the Kaggle TGS Salt Identification Challenge.
most recent commit 5 years ago
Unet Zoo ⭐ 262
A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation
most recent commit 6 years ago
Pytorch Saltnet ⭐ 259
Kaggle | 9th place single model solution for TGS Salt Identification Challenge
most recent commit 5 years ago
Ai_papers ⭐ 254
AI Papers
most recent commit 4 years ago
Source_separation ⭐ 252
Deep learning based speech source separation using Pytorch
most recent commit 3 years ago
Unet ⭐ 249
U-Net Biomedical Image Segmentation
most recent commit a year ago
Eye In The Sky ⭐ 248
Satellite Image Classification using semantic segmentation methods in deep learning
most recent commit 2 years ago
Brain Tumor Segmentation ⭐ 248
Brain Tumor Segmentation done using U-Net Architecture.
most recent commit 9 months ago
The 5 Most Depended On Deep Learning Unet Open Source Projects
Unet ⭐ 126
"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.
dependent packages 3total releases 16latest release December 22, 2020most recent commit 5 months agopypi unet} Downloads
Paddlex ⭐ 4,510
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 2total releases 54latest release December 10, 2021most recent commit 4 months agopypi paddlex} Downloads
Yapic ⭐ 27
Yet Another Pixel Classifier (based on deep learning)
dependent packages 1total releases 12latest release February 04, 2022most recent commit 2 years agopypi yapic} Downloads
A Unet ⭐ 32
A toolbox that provides hackable building blocks for generic 1D/2D/3D UNets, in PyTorch.
dependent packages 1total releases 16latest release February 03, 2023most recent commit a year agopypi a-unet} Downloads
The 10 Latest Releases In Deep Learning Unet Open Source Projects
Modular Diffusion ⭐ 227
Python library for designing and training your own Diffusion Models with PyTorch.
total releases 4latest release August 28, 2023most recent commit 6 months ago
A Unet ⭐ 32
A toolbox that provides hackable building blocks for generic 1D/2D/3D UNets, in PyTorch.
dependent packages 1total releases 16latest release February 03, 2023most recent commit a year agopypi a-unet} Downloads
X Unet ⭐ 219
Implementation of a U-net complete with efficient attention as well as the latest research findings
total releases 25latest release January 05, 2023most recent commit 9 months ago
Mridc ⭐ 33
Data Consistency Toolbox for Magnetic Resonance Imaging
total releases 5latest release September 19, 2022most recent commit 5 months ago
Yapic ⭐ 27
Yet Another Pixel Classifier (based on deep learning)
dependent packages 1total releases 12latest release February 04, 2022most recent commit 2 years agopypi yapic} Downloads
Paddlex ⭐ 4,510
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 2total releases 54latest release December 10, 2021most recent commit 4 months agopypi paddlex} Downloads
Uformer Pytorch ⭐ 41
Implementation of Uformer, Attention-based Unet, in Pytorch
total releases 8latest release October 26, 2021most recent commit 2 years ago
Multiplanarunet ⭐ 179
Multi-Planar UNet for autonomous segmentation of 3D medical images
total releases 9latest release May 26, 2021most recent commit a year ago
Unet ⭐ 126
"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.
dependent packages 3total releases 16latest release December 22, 2020most recent commit 5 months agopypi unet} Downloads
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