Modified fork of Xuebin Qin's U-2-Net Repository. Used for demonstration purposes.

Last update: Aug 28, 2022

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Deep Learning U-2-Net

Overview

U^2-Net (U square net)

Modified version of U2Net used for demonstation purposes.

Paper: U^2-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.

Contact: xuebin[at]ualberta[dot]ca

Required libraries

Python 3.6
numpy 1.15.2
scikit-image 0.14.0
PIL 5.2.0
PyTorch 0.4.0
torchvision 0.2.1
glob

Usage

Check Demonstration

U-2-NET Paper: U2-Net: Going Deeper with Nested U-Structure for Salient Object Detection

Original Repo: U-2-Net Github repo

References: X. Qin, Z. Zhang, C. Huang, M. Dehghan, O. R. Zaiane, and M. Jagersand, “U2-net: Going deeper with nested u-structure for salient object detection,” Pattern Recognition, vol. 106, p. 107404, 2020

Owner

Shreyas Bhat Kera

Upcoming thesis at Harvard, B.E. Computer Science at BITS Pilani, Former Intern at Publicis Sapient, Infor Global Check out my ML/DL/CV based repositories

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