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Title: GitHub - DataScienceCoding/U-2-Net: The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection." · GitHub

Open Graph Title: GitHub - DataScienceCoding/U-2-Net: The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

X Title: GitHub - DataScienceCoding/U-2-Net: The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

Description: The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection." - DataScienceCoding/U-2-Net

Open Graph Description: The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection." - DataScienceCoding/U-2-Net

X Description: The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection." - DataScienceCoding/U-2-Net

Opengraph URL: https://github.com/DataScienceCoding/U-2-Net

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u2net_portrait_demo.pyhttps://github.com/DataScienceCoding/U-2-Net/blob/master/u2net_portrait_demo.py
u2net_portrait_demo.pyhttps://github.com/DataScienceCoding/U-2-Net/blob/master/u2net_portrait_demo.py
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https://github.com/DataScienceCoding/U-2-Net#u2-net-u-square-net
U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detectionhttps://arxiv.org/pdf/2005.09007.pdf
https://github.com/DataScienceCoding/U-2-Net#u2-net-going-deeper-with-nested-u-structure-for-salient-object-detection
Xuebin Qinhttps://webdocs.cs.ualberta.ca/~xuebin/
Zichen Zhanghttps://webdocs.cs.ualberta.ca/~zichen2/
Chenyang Huanghttps://chenyangh.com/
Masood Dehghanhttps://sites.google.com/view/masooddehghan
Osmar R. Zaianehttp://webdocs.cs.ualberta.ca/~zaiane/
Martin Jagersandhttps://webdocs.cs.ualberta.ca/~jag/
https://github.com/DataScienceCoding/U-2-Net#updates-
human portrait drawinghttps://www.pythonf.cn/read/141098
APDrawingGAN datasethttps://github.com/yiranran/APDrawingGAN
https://github.com/DataScienceCoding/U-2-Net/blob/master/figures/portrait_kids.png
https://github.com/DataScienceCoding/U-2-Net/blob/master/figures/portrait_ladies.png
https://github.com/DataScienceCoding/U-2-Net/blob/master/figures/portrait_men.png
https://github.com/DataScienceCoding/U-2-Net#usage-for-portrait-generation
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To obtain enough details of the protrait, human head region in the input image should be close to or larger than 512x512. The head background should be relatively clear.https://github.com/NathanUA/U-2-Net
face detectionhttps://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_objdetect/py_face_detection/py_face_detection.html
https://github.com/DataScienceCoding/U-2-Net/blob/master/figures/xuebin-demo.png
MICCAI 2020 Thyroid Nodule Segmentation Challengehttps://tn-scui2020.grand-challenge.org/Resultannouncement/
PDF in elsevier(free until July 5 2020)https://www.sciencedirect.com/science/article/pii/S0031320320302077?dgcid=author
PDF in arxivhttp://arxiv.org/abs/2005.09007
AR Copy and Pastehttps://github.com/cyrildiagne/ar-cutpaste
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demo videohttps://twitter.com/cyrildiagne/status/1256916982764646402
https://github.com/DataScienceCoding/U-2-Net#u2-net-results-1763-mb
https://github.com/DataScienceCoding/U-2-Net/blob/master/figures/u2netqual.png
BASNet (CVPR 2019)https://github.com/NathanUA/BASNet
https://github.com/DataScienceCoding/U-2-Net#our-previous-work-basnet-cvpr-2019
https://github.com/DataScienceCoding/U-2-Net#required-libraries
https://github.com/DataScienceCoding/U-2-Net#usage-for-salient-object-detection
u2net.pth (176.3 MB)https://drive.google.com/file/d/1ao1ovG1Qtx4b7EoskHXmi2E9rp5CHLcZ/view?usp=sharing
u2netp.pth (4.7 MB)https://drive.google.com/file/d/1rbSTGKAE-MTxBYHd-51l2hMOQPT_7EPy/view?usp=sharing
u2net resultshttps://drive.google.com/file/d/1mZFWlS4WygWh1eVI8vK2Ad9LrPq4Hp5v/view?usp=sharing
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https://github.com/DataScienceCoding/U-2-Net#u2-net-architecture
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https://github.com/DataScienceCoding/U-2-Net/blob/master/figures/qual.png?raw=true
https://github.com/DataScienceCoding/U-2-Net#citation
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