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

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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

BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

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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

BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

A collection of implementations of deep domain adaptation algorithms

Semi-supervised Implicit Scene Completion from Sparse LiDAR

Decoding the Protein-ligand Interactions Using Parallel Graph Neural Networks

OpenIPDM is a MATLAB open-source platform that stands for infrastructures probabilistic deterioration model

African language Speech Recognition - Speech-to-Text

DexterRedTool - Dexter's Red Team Tool that creates cronjob/task scheduler to consistently creates users

Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding

A flexible framework of neural networks for deep learning

Systematic generalisation with group invariant predictions

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

R interface to fast.ai

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

SwinTrack: A Simple and Strong Baseline for Transformer Tracking

Free Book about Deep-Learning approaches for Chess (like AlphaZero, Leela Chess Zero and Stockfish NNUE)

some classic model used to segment the medical images like CT、X-ray and so on

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FMA: A Dataset For Music Analysis

SWA Object Detection

AntiFuzz: Impeding Fuzzing Audits of Binary Executables

U²-Net: U Square Net

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