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681 search results found

Segmentation_models.pytorch ⭐ 8,226

Segmentation models with pretrained backbones. PyTorch.

Pytorch Unet ⭐ 7,861

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Mirror ⭐ 4,845

#1 Open Source Unity Networking Library

Segmentation_models ⭐ 4,514

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Paddlex ⭐ 4,510

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

unet for image segmentation

Image Segmentation Keras ⭐ 2,729

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

Unetplusplus ⭐ 2,147

[IEEE TMI] Official Implementation for UNet++

Pytorch 3dunet ⭐ 1,721

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

Tf_unet ⭐ 1,582

Generic U-Net Tensorflow implementation for image segmentation

Dlcv_for_beginners ⭐ 1,409

《深度学习与计算机视觉》配套代码

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.

Unet Segmentation Pytorch Nest Of Unets ⭐ 1,236

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Unet Family ⭐ 1,029

Paper and implementation of UNet-related model.

Ternausnet ⭐ 1,008

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

Deep Learning In Production ⭐ 949

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

Medicalzoopytorch ⭐ 896

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Mobile Semantic Segmentation ⭐ 677

Real-Time Semantic Segmentation in Mobile device

Tfsegmentation ⭐ 573

RTSeg: Real-time Semantic Segmentation Comparative Study

Human Segmentation Pytorch ⭐ 532

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

Pytorchnethub ⭐ 519

项目注释+论文复现+算法竞赛+Pytorch实践

Speech Enhancement ⭐ 515

Deep learning for audio denoising

Easy to use high performance Network library for Unity 3d

Graph U Nets ⭐ 438

Pytorch implementation of Graph U-Nets (ICML19)

Bcdu Net ⭐ 435

BCDU-Net : Medical Image Segmentation

Keras Unet Collection ⭐ 428

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning

Probabilistic_unet ⭐ 400

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

Satellite Segmentation ⭐ 392

Vedaseg ⭐ 383

A semantic segmentation toolbox based on PyTorch

Libtorchsegmentation ⭐ 380

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

Supervisely Tutorials ⭐ 376

🌈 Tutorials for Supervise.ly

Open Solution Mapping Challenge ⭐ 363

Open solution to the Mapping Challenge 🌎

Unext Pytorch ⭐ 359

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

Pytorch Unet ⭐ 357

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

U Net Brain Tumor ⭐ 351

U-Net Brain Tumor Segmentation

Dsb3tutorial ⭐ 346

Segmentation Pytorch ⭐ 337

Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNe HRNet、DDRNet

Recycle Gan ⭐ 326

Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)

Jetson_benchmarks ⭐ 309

Jetson Benchmark

Vitis Ai Tutorials ⭐ 305

Unet_keras ⭐ 302

unet_keras use image Semantic segmentation

Tianchi Medical Lungtumordetect ⭐ 286

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

Pytorch Segmentation ⭐ 284

PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)

Kaggle_salt_bes_phalanx ⭐ 270

Winning solution for the Kaggle TGS Salt Identification Challenge.

Unetgan ⭐ 266

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Table Ocr ⭐ 266

Recognize tables from images and restore them into word.

Unet Zoo ⭐ 262

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Pytorch Saltnet ⭐ 259

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

Ai_papers ⭐ 254

Source_separation ⭐ 252

Deep learning based speech source separation using Pytorch

U-Net Biomedical Image Segmentation

Brain Tumor Segmentation ⭐ 248

Brain Tumor Segmentation done using U-Net Architecture.

Eye In The Sky ⭐ 248

Satellite Image Classification using semantic segmentation methods in deep learning

Pytorch Nested Unet ⭐ 232

PyTorch implementation of UNet++ (Nested U-Net).

Modular Diffusion ⭐ 227

Python library for designing and training your own Diffusion Models with PyTorch.

Synthetictumors ⭐ 222

[CVPR 2023] Label-Free Liver Tumor Segmentation

[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model

Implementation of a U-net complete with efficient attention as well as the latest research findings

Code for "Quantized Densely Connected U-Nets for Efficient Landmark Localization" (ECCV 2018) and "CU-Net: Coupled U-Nets" (BMVC 2018 oral)

Retina Vesselnet ⭐ 216

A Simple U-net model for Retinal Blood Vessel Segmentation based on tensorflow2

Pytorch_cpp ⭐ 215

Deep Learning sample programs using PyTorch in C++

2020 Cbms Doubleu Net ⭐ 207

DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

Zf_unet_224_pretrained_model ⭐ 201

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

Unity Fastpacedmultiplayer ⭐ 194

Features a Networking Framework to be used on top of Unity Networking, in order to implement an Authoritative Server with Lag Compensation, Client-Side Prediction/Server Reconciliation and Entity Interpolation

Keras Unet ⭐ 194

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Smoothly Blend Image Patches ⭐ 193

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

Lane Segmentation Solution For Baiduai Autonomous Driving Competition ⭐ 190

Lane Segmentation Solution for Baidu AI PaddlePaddle Autonomous Driving Competition(1st Place)

Smaat Unet ⭐ 190

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

Wave U Net For Speech Enhancement ⭐ 184

Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.

Kaggle Dstl ⭐ 182

Kaggle DSTL Satellite Imagery Feature Detection

Multiplanarunet ⭐ 179

Multi-Planar UNet for autonomous segmentation of 3D medical images

Sa Unet ⭐ 178

The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.

Unet3plus_pth ⭐ 178

UNet3+/ UNet++/UNet, used in Deep Automatic Portrait Matting in Pytorth

Keraspp ⭐ 178

코딩셰프의 3분 딥러닝, 케라스맛

Generic U-Net Tensorflow 2 implementation for semantic segmentation

Semantic Segmentation Guide ⭐ 175

A Theory and Practical Guide to Deep Learning Semantic Segmentation

Keras Semantic Segmentation ⭐ 173

Keras-Semantic-Segmentation

Libtorchtutorials ⭐ 168

This is a code repository for pytorch c++ (or libtorch) tutorial.

Deepresearch ⭐ 166

This repository is the collection of research papers in Deep learning, computer vision and NLP.

Unet Tensorflow Keras ⭐ 160

A concise code for training and evaluating Unet using tensorflow+keras

Semantic Segmentation ⭐ 160

采用Pytorch的入门语义分割项目，支持的网络有Unet和Segnet；遥感语义分割；Unet；S sensing semantic segmentation；

Open Solution Data Science Bowl 2018 ⭐ 158

Open solution to the Data Science Bowl 2018

RObust document image BINarization

LUNA16 Lung Nodule Analysis - NWI-IMC037 Final Project

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Pytorch Unet ⭐ 154

Tunable U-Net implementation in PyTorch

Depthcontrast ⭐ 149

DepthContrast self-supervised learning for 3D

3dunet Tensorflow Brats18 ⭐ 147

3D Unet biomedical segmentation model powered by tensorpack with fast io speed

PyTorch Implementation of Stacked U-Nets (SUNets)

Geo Deep Learning ⭐ 143

Deep learning applied to georeferenced datasets

3d Unet ⭐ 141

Chainer implementations of 3D UNet

Resunetplusplus ⭐ 135

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation) (IEEE ISM)

SUNet: Swin Transformer with UNet for Image Denoising

Nasunet ⭐ 132

MONeT framework for reducing memory consumption of DNN training

Keras Image Segmentation ⭐ 130

Image segmentation with keras. FCN, Unet, DeepLab V3 plus, Mask RCNN ... etc.

Unet Segmentation In Keras Tensorflow ⭐ 129

UNet is a fully convolutional network(FCN) that does image segmentation. Its goal is to predict each pixel's class. It is built upon the FCN and modified in a way that it yields better segmentation in medical imaging.

Fashionai_keypoint_detection_challenge_keras ⭐ 129

Code for TianChi 2018 FashionAI Cloth KeyPoint Detection Challenge

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