136 Open source projects that are alternatives of or similar to EfficientUNetPlusPlus

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

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

Tensorflow implementation : U-net and FCN with global convolution

Open solution to the TGS Salt Identification Challenge

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

Code for DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation

Implementation of Uformer, Attention-based Unet, in Pytorch

End-to-end image segmentation kit based on PaddlePaddle.

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

코딩셰프의 3분 딥러닝, 케라스맛

WMH segmentaion with unet, dilated_unet, and with ideas from denseNet

《深度学习与计算机视觉》配套代码

Deep learning model to estimate the depth of image.

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch]

core code for High-Capacity Convolutional Video Steganography with Temporal Residual Modeling

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

Image registration using pytorch

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

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

3D Unet Equipped with Advanced Deep Learning Methods

Automatic icon colorization using deep convolutional neural networks. "Towards Icon Design Using Machine Learning." In Stanford CS229, Fall 2017.

Develop production ready deep learning code, deploy it and scale it

This repository contains code for a multiple classification image segmentation model based on UNet and UNet++

Smart India Hackathon 2019 project given by the Department of Atomic Energy

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

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

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

The U-Net Segmentation server (caffe_unet) for Docker

this is a simple demo for image segmentation.----unet网络进行语义分割的demo，用的数据集是KITTI

Urban building extraction in Daejeon region using Modified Residual U-Net (Modified ResUnet) and applying post-processing.

Evaluation framework for testing segmentation networks in Keras

Open solution to the Airbus Ship Detection Challenge

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

Low Light Image Enhancement

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

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

Tunable U-Net implementation in PyTorch

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

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

Enable multiple players to connect to the same enrironment (UNET), fly a drone, and watch others fly their drones

Lung fields segmentation on CXR images using convolutional neural networks.

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

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

Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

Official PyTorch implementation of UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation (ACMMM 2021)

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

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

Paper and implementation of UNet-related model.

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral). Code using Jittor Framework is available.

项目注释+论文复现+算法竞赛

Implementation of EfficientNet model. Keras and TensorFlow Keras.

#1 Open Source Unity Networking Library

unet_keras use image Semantic segmentation

BCDU-Net : Medical Image Segmentation

The implementation of 3D-UNet using PyTorch

Lung segmentation for chest X-Ray images

A multiplayer racing example project in Unity using the SocketWeaver SDK

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

Kaggle Data Science Bowl 2018