U-2-Net: U Square Net - Modified for paired image training of style transfer

Last update: Oct 03, 2022

Overview

U²-Net: U Square Net

Modified for paired image training of style transfer

This is an unofficial repo making use of the code which was made available by the original author team of U²-Net (U square net) published in Pattern Recognition 2020:

U²-Net: Going Deeper with Nested U-Structure for Salient Object Detection

Xuebin Qin, Zichen Zhang, Chenyang Huang, Masood Dehghan, Osmar R. Zaiane and Martin Jagersand

Inference

See u2net_test.py

input	u2netp (4.9 MB)	u2net (176.5 MB)

Training

See u2net_train.py

Pre-Trained models

Available here

Citation data of the original Repo

@InProceedings{Qin_2020_PR,
title = {U2-Net: Going Deeper with Nested U-Structure for Salient Object Detection},
author = {Qin, Xuebin and Zhang, Zichen and Huang, Chenyang and Dehghan, Masood and Zaiane, Osmar and Jagersand, Martin},
journal = {Pattern Recognition},
volume = {106},
pages = {107404},
year = {2020}
}

Owner

Doron Adler

GitHub Repository

Code for our NeurIPS 2021 paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation'

Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation (NeurIPS 2021) Code for our NeurIPS 2021 paper 'Exploiting the Intri

53 Dec 25, 2022

Put blind watermark into a text with python

text_blind_watermark Put blind watermark into a text. Can be used in Wechat dingding ... How to Use install pip install text_blind_watermark Alice Pu

164 Dec 30, 2022

Continuous Query Decomposition for Complex Query Answering in Incomplete Knowledge Graphs

Continuous Query Decomposition This repository contains the official implementation for our ICLR 2021 (Oral) paper, Complex Query Answering with Neura

71 Dec 29, 2022

PyTorch implementation of the ExORL: Exploratory Data for Offline Reinforcement Learning

ExORL: Exploratory Data for Offline Reinforcement Learning This is an original PyTorch implementation of the ExORL framework from Don't Change the Alg

52 Jan 01, 2023

Perspective: Julia for Biologists

Perspective: Julia for Biologists 1. Examples Speed: Example 1 - Single cell data and network inference Domain: Single cell data Methodology: Network

55 Dec 02, 2022

Repository for the NeurIPS 2021 paper: "Exploiting Domain-Specific Features to Enhance Domain Generalization".

meta-Domain Specific-Domain Invariant (mDSDI) Source code implementation for the paper: Manh-Ha Bui, Toan Tran, Anh Tuan Tran, Dinh Phung. "Exploiting

12 Nov 25, 2022

AntiFuzz: Impeding Fuzzing Audits of Binary Executables

AntiFuzz: Impeding Fuzzing Audits of Binary Executables Get the paper here: https://www.usenix.org/system/files/sec19-guler.pdf Usage: The python scri

88 Dec 21, 2022

DWIPrep is a robust and easy-to-use pipeline for preprocessing of diverse dMRI data.

DWIPrep: A Robust Preprocessing Pipeline for dMRI Data DWIPrep is a robust and easy-to-use pipeline for preprocessing of diverse dMRI data. The transp

1 Jan 09, 2023

When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset of 53,000+ Legal Holdings

When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset of 53,000+ Legal Holdings This is the repository for t

39 Jan 07, 2023

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

Single Image Super-Resolution with EDSR, WDSR and SRGAN A Tensorflow 2.x based implementation of Enhanced Deep Residual Networks for Single Image Supe

1.3k Jan 06, 2023

Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)

Graph Posterior Network This is the official code repository to the paper Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classifica

30 Dec 05, 2022

Mask2Former: Masked-attention Mask Transformer for Universal Image Segmentation in TensorFlow 2

Mask2Former: Masked-attention Mask Transformer for Universal Image Segmentation in TensorFlow 2 Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexan

1 Dec 16, 2021

PyTorch reimplementation of the Smooth ReLU activation function proposed in the paper "Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations" [arXiv 2022].

Smooth ReLU in PyTorch Unofficial PyTorch reimplementation of the Smooth ReLU (SmeLU) activation function proposed in the paper Real World Large Scale

10 Jan 02, 2023

Official repo for AutoInt: Automatic Integration for Fast Neural Volume Rendering in CVPR 2021

AutoInt: Automatic Integration for Fast Neural Volume Rendering CVPR 2021 Project Page | Video | Paper PyTorch implementation of automatic integration

149 Dec 22, 2022

The undersampled DWI image using Slice-Interleaved Diffusion Encoding (SIDE) method can be reconstructed by the UNet network.

UNet-SIDE The undersampled DWI image using Slice-Interleaved Diffusion Encoding (SIDE) method can be reconstructed by the UNet network. For Super Reso

1 Jan 13, 2022

[NeurIPS 2021] “Improving Contrastive Learning on Imbalanced Data via Open-World Sampling”,

Improving Contrastive Learning on Imbalanced Data via Open-World Sampling Introduction Contrastive learning approaches have achieved great success in

24 Dec 17, 2022

Codes for building and training the neural network model described in Domain-informed neural networks for interaction localization within astroparticle experiments.

Domain-informed Neural Networks Codes for building and training the neural network model described in Domain-informed neural networks for interaction

0 Dec 13, 2021

U-2-Net: U Square Net - Modified for paired image training of style transfer

Related tags

Overview

U²-Net: U Square Net

Modified for paired image training of style transfer

U²-Net: Going Deeper with Nested U-Structure for Salient Object Detection

Inference

Training

Pre-Trained models

Citation data of the original Repo

Owner

Doron Adler

Code for our NeurIPS 2021 paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation'

Put blind watermark into a text with python

Continuous Query Decomposition for Complex Query Answering in Incomplete Knowledge Graphs

PyTorch implementation of the ExORL: Exploratory Data for Offline Reinforcement Learning

Perspective: Julia for Biologists

Repository for the NeurIPS 2021 paper: "Exploiting Domain-Specific Features to Enhance Domain Generalization".

AntiFuzz: Impeding Fuzzing Audits of Binary Executables

DWIPrep is a robust and easy-to-use pipeline for preprocessing of diverse dMRI data.

When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset of 53,000+ Legal Holdings

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)

Mask2Former: Masked-attention Mask Transformer for Universal Image Segmentation in TensorFlow 2

PyTorch reimplementation of the Smooth ReLU activation function proposed in the paper "Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations" [arXiv 2022].

Official repo for AutoInt: Automatic Integration for Fast Neural Volume Rendering in CVPR 2021

The undersampled DWI image using Slice-Interleaved Diffusion Encoding (SIDE) method can be reconstructed by the UNet network.

[NeurIPS 2021] “Improving Contrastive Learning on Imbalanced Data via Open-World Sampling”,

Codes for building and training the neural network model described in Domain-informed neural networks for interaction localization within astroparticle experiments.

This program was designed to detect whether someone is wearing a facemask through a live video stream.

Official implementation of "A Shared Representation for Photorealistic Driving Simulators" in PyTorch.

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

U-2-Net: U Square Net - Modified for paired image training of style transfer

Related tags

Overview

U2-Net: U Square Net

Modified for paired image training of style transfer

U2-Net: Going Deeper with Nested U-Structure for Salient Object Detection

Inference

Training

Pre-Trained models

Citation data of the original Repo

Owner

Doron Adler

Code for our NeurIPS 2021 paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation'

Put blind watermark into a text with python

Continuous Query Decomposition for Complex Query Answering in Incomplete Knowledge Graphs

PyTorch implementation of the ExORL: Exploratory Data for Offline Reinforcement Learning

Perspective: Julia for Biologists

Repository for the NeurIPS 2021 paper: "Exploiting Domain-Specific Features to Enhance Domain Generalization".

AntiFuzz: Impeding Fuzzing Audits of Binary Executables

DWIPrep is a robust and easy-to-use pipeline for preprocessing of diverse dMRI data.

When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset of 53,000+ Legal Holdings

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)

Mask2Former: Masked-attention Mask Transformer for Universal Image Segmentation in TensorFlow 2

PyTorch reimplementation of the Smooth ReLU activation function proposed in the paper "Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations" [arXiv 2022].

Official repo for AutoInt: Automatic Integration for Fast Neural Volume Rendering in CVPR 2021

The undersampled DWI image using Slice-Interleaved Diffusion Encoding (SIDE) method can be reconstructed by the UNet network.

[NeurIPS 2021] “Improving Contrastive Learning on Imbalanced Data via Open-World Sampling”,

Codes for building and training the neural network model described in Domain-informed neural networks for interaction localization within astroparticle experiments.

This program was designed to detect whether someone is wearing a facemask through a live video stream.

Official implementation of "A Shared Representation for Photorealistic Driving Simulators" in PyTorch.

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

U²-Net: U Square Net

U²-Net: Going Deeper with Nested U-Structure for Salient Object Detection