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

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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

Tensorflow implementation for "Improved Transformer for High-Resolution GANs" (NeurIPS 2021).

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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

Tensorflow implementation for "Improved Transformer for High-Resolution GANs" (NeurIPS 2021).

Pytorch Lightning Distributed Accelerators using Ray

Facial expression detector

This code provides various models combining dilated convolutions with residual networks

Deep Learning Head Pose Estimation using PyTorch.

Unsupervised Image to Image Translation with Generative Adversarial Networks

ZSL-KG is a general-purpose zero-shot learning framework with a novel transformer graph convolutional network (TrGCN) to learn class representation from common sense knowledge graphs.

'A C2C E-COMMERCE TRUST MODEL BASED ON REPUTATION' Python implementation

minimizer-space de Bruijn graphs (mdBG) for whole genome assembly

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

ADB-IP-ROTATION - Use your mobile phone to gain a temporary IP address using ADB and data tethering

Implementation of "StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis"

A simple approach to emable dense segmentation with ViT.

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

JAX + dataclasses

Official PyTorch implementation of UACANet: Uncertainty Aware Context Attention for Polyp Segmentation

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Face recognize and crop them

Enigma-Plus - Python based Enigma machine simulator with some extra features

U²-Net: U Square Net

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