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

Lightweight library to build and train neural networks in Theano

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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

Lightweight library to build and train neural networks in Theano

A machine learning project which can detect and predict the skin disease through image recognition.

Run Keras models in the browser, with GPU support using WebGL

SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning

Code for our ICCV 2021 Paper "OadTR: Online Action Detection with Transformers".

The official implementation of the Hybrid Self-Attention NEAT algorithm

This is the repository for our paper Ditch the Gold Standard: Re-evaluating Conversational Question Answering

Source code for paper: Knowledge Inheritance for Pre-trained Language Models

African language Speech Recognition - Speech-to-Text

Experiments for Fake News explainability project

A BaSiC Tool for Background and Shading Correction of Optical Microscopy Images

A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.

StarGAN - Official PyTorch Implementation (CVPR 2018)

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

Final project code: Implementing MAE with downscaled encoders and datasets, for ESE546 FA21 at University of Pennsylvania

SOTA easy to use PyTorch-based DL training library

The final project for "Applying AI to Wearable Device Data" course from "AI for Healthcare" - Udacity.

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TUPÃ was developed to analyze electric field properties in molecular simulations

U²-Net: U Square Net

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