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

Google AI Open Images - Object Detection Track: Open Solution

Google AI Open Images - Object Detection Track: Open Solution This is an open solution to the Google AI Open Images - Object Detection Track 😃 More c

46 Jun 22, 2022

Official implementation of NeuralFusion: Online Depth Map Fusion in Latent Space

NeuralFusion This is the official implementation of NeuralFusion: Online Depth Map Fusion in Latent Space. We provide code to train the proposed pipel

53 Jan 01, 2023

Implementation of "Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification"

hypergraph_reid Implementation of "Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification" If you find this help your research,

62 Dec 21, 2022

(AAAI2022) Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation

SM-PPM This is a Pytorch implementation of our paper "Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Seman

10 Dec 07, 2022

Container : Context Aggregation Network

Container : Context Aggregation Network If you use this code for a paper please cite: @article{gao2021container, title={Container: Context Aggregati

47 Dec 16, 2022

Official PyTorch implementation of DD3D: Is Pseudo-Lidar needed for Monocular 3D Object detection? (ICCV 2021), Dennis Park, Rares Ambrus, Vitor Guizilini, Jie Li, and Adrien Gaidon.

DD3D: "Is Pseudo-Lidar needed for Monocular 3D Object detection?" Install // Datasets // Experiments // Models // License // Reference Full video Offi

364 Dec 27, 2022

Official pytorch implementation of "Scaling-up Disentanglement for Image Translation", ICCV 2021.

41 Nov 29, 2022

Group R-CNN for Point-based Weakly Semi-supervised Object Detection (CVPR2022)

Group R-CNN for Point-based Weakly Semi-supervised Object Detection (CVPR2022) By Shilong Zhang*, Zhuoran Yu*, Liyang Liu*, Xinjiang Wang, Aojun Zhou,

129 Dec 24, 2022

Learning Features with Parameter-Free Layers (ICLR 2022)

Learning Features with Parameter-Free Layers (ICLR 2022) Dongyoon Han, YoungJoon Yoo, Beomyoung Kim, Byeongho Heo | Paper NAVER AI Lab, NAVER CLOVA Up

65 Dec 07, 2022

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

Deep High-Resolution Representation Learning for Human Pose Estimation (CVPR 2019) News [2020/07/05] A very nice blog from Towards Data Science introd

3.9k Jan 05, 2023

Optimized primitives for collective multi-GPU communication

NCCL Optimized primitives for inter-GPU communication. Introduction NCCL (pronounced "Nickel") is a stand-alone library of standard communication rout

2k Jan 09, 2023

Companion code for the paper "An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence" (NeurIPS 2021)

ReLU-GP Residual (RGPR) This repository contains code for reproducing the following NeurIPS 2021 paper: @inproceedings{kristiadi2021infinite, title=

4 Dec 26, 2021

NaijaSenti is an open-source sentiment and emotion corpora for four major Nigerian languages

NaijaSenti is an open-source sentiment and emotion corpora for four major Nigerian languages. This project was supported by lacuna-fund initiatives. Jump straight to one of the sections below, or jus

14 Dec 20, 2022

Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets This is the official PyTorch implementation for the paper Rapid Neural A

48 Dec 26, 2022

MOT-Tracking-by-Detection-Pipeline - For Tracking-by-Detection format MOT (Multi Object Tracking), is it a framework that separates Detection and Tracking processes?

MOT-Tracking-by-Detection-Pipeline Tracking-by-Detection形式のMOT(Multi Object Trac

41 Nov 23, 2022

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

Google AI Open Images - Object Detection Track: Open Solution

Official implementation of NeuralFusion: Online Depth Map Fusion in Latent Space

Implementation of "Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification"

(AAAI2022) Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation

Container : Context Aggregation Network

Official PyTorch implementation of DD3D: Is Pseudo-Lidar needed for Monocular 3D Object detection? (ICCV 2021), Dennis Park, Rares Ambrus, Vitor Guizilini, Jie Li, and Adrien Gaidon.

Official pytorch implementation of "Scaling-up Disentanglement for Image Translation", ICCV 2021.

Group R-CNN for Point-based Weakly Semi-supervised Object Detection (CVPR2022)

Learning Features with Parameter-Free Layers (ICLR 2022)

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

Optimized primitives for collective multi-GPU communication

Companion code for the paper "An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence" (NeurIPS 2021)

NaijaSenti is an open-source sentiment and emotion corpora for four major Nigerian languages

Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

[WWW 2022] Zero-Shot Stance Detection via Contrastive Learning

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

xitorch: differentiable scientific computing library

Simple converter for deploying Stable-Baselines3 model to TFLite and/or Coral

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

MOT-Tracking-by-Detection-Pipeline - For Tracking-by-Detection format MOT (Multi Object Tracking), is it a framework that separates Detection and Tracking processes?

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

Google AI Open Images - Object Detection Track: Open Solution

Official implementation of NeuralFusion: Online Depth Map Fusion in Latent Space

Implementation of "Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification"

(AAAI2022) Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation

Container : Context Aggregation Network

Official PyTorch implementation of DD3D: Is Pseudo-Lidar needed for Monocular 3D Object detection? (ICCV 2021), Dennis Park*, Rares Ambrus*, Vitor Guizilini, Jie Li, and Adrien Gaidon.

Official pytorch implementation of "Scaling-up Disentanglement for Image Translation", ICCV 2021.

Group R-CNN for Point-based Weakly Semi-supervised Object Detection (CVPR2022)

Learning Features with Parameter-Free Layers (ICLR 2022)

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

Optimized primitives for collective multi-GPU communication

Companion code for the paper "An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence" (NeurIPS 2021)

NaijaSenti is an open-source sentiment and emotion corpora for four major Nigerian languages

Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

[WWW 2022] Zero-Shot Stance Detection via Contrastive Learning

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

xitorch: differentiable scientific computing library

Simple converter for deploying Stable-Baselines3 model to TFLite and/or Coral

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

MOT-Tracking-by-Detection-Pipeline - For Tracking-by-Detection format MOT (Multi Object Tracking), is it a framework that separates Detection and Tracking processes?

U²-Net: U Square Net

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

Official PyTorch implementation of DD3D: Is Pseudo-Lidar needed for Monocular 3D Object detection? (ICCV 2021), Dennis Park, Rares Ambrus, Vitor Guizilini, Jie Li, and Adrien Gaidon.