From 571190120fa278228d01eb3dd325dfb5c3fce3bc Mon Sep 17 00:00:00 2001 From: Xuebin Qin Date: Mon, 18 May 2020 11:38:13 -0600 Subject: [PATCH 1/5] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 5abec75..15482bf 100644 --- a/README.md +++ b/README.md @@ -20,7 +20,7 @@ __Contact__: xuebin[at]ualberta[dot]ca **(2020-May-16)** We highly appreciate **Cyril Diagne** for building this fantastic AR project: [**AR Copy and Paste**](https://github.com/cyrildiagne/ar-cutpaste) using our **U^2-Net** (Qin *et al*, PR 2020) and [**BASNet**](https://github.com/NathanUA/BASNet)(Qin *et al*, CVPR 2019). The [**demo video**](https://twitter.com/cyrildiagne/status/1256916982764646402) in twitter has achieved over **5M** views, which is phenomenal and shows us more application probabilities of SOD. -## U^2-Net Results (173.6 MB) +## U^2-Net Results (176.3 MB) ![U^2-Net Results](figures/u2netqual.png) @@ -42,7 +42,7 @@ glob ``` git clone https://github.com/NathanUA/U-2-Net.git ``` -2. Download the pre-trained model [u2net.pth (173.6 MB)](https://drive.google.com/file/d/1ao1ovG1Qtx4b7EoskHXmi2E9rp5CHLcZ/view?usp=sharing) or [u2netp.pth (4.7 MB)](https://drive.google.com/file/d/1rbSTGKAE-MTxBYHd-51l2hMOQPT_7EPy/view?usp=sharing) and put it into the dirctory './saved_models/u2net/' and './saved_models/u2netp/' +2. Download the pre-trained model [u2net.pth (176.3 MB)](https://drive.google.com/file/d/1ao1ovG1Qtx4b7EoskHXmi2E9rp5CHLcZ/view?usp=sharing) or [u2netp.pth (4.7 MB)](https://drive.google.com/file/d/1rbSTGKAE-MTxBYHd-51l2hMOQPT_7EPy/view?usp=sharing) and put it into the dirctory './saved_models/u2net/' and './saved_models/u2netp/' 3. Cd to the directory 'U-2-Net', run the train or inference process by command: ```python u2net_train.py``` or ```python u2net_test.py``` respectively. The 'model_name' in both files can be changed to 'u2net' or 'u2netp' for using different models. From 842cd965c282a618b47d092cc75882b85de3bcdc Mon Sep 17 00:00:00 2001 From: Xuebin Qin Date: Mon, 18 May 2020 12:17:59 -0600 Subject: [PATCH 2/5] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 15482bf..454dfa3 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ __Contact__: xuebin[at]ualberta[dot]ca ## Updates !!! -**(2020-May-16)** The official paper of our **U^2-Net (U square net)** ([**PDF in elsevier**](https://www.sciencedirect.com/science/article/pii/S0031320320302077?dgcid=author)) is now available. If you are not able to access that, please feel free to drop me an email. +**(2020-May-16)** The official paper of our **U^2-Net (U square net)** ([**PDF in elsevier**](https://www.sciencedirect.com/science/article/pii/S0031320320302077?dgcid=author), [**PDF in arxiv**](https://webdocs.cs.ualberta.ca/~xuebin/U2Net_PR_2020.pdf)) is now available. If you are not able to access that, please feel free to drop me an email. **(2020-May-16)** We fixed the upsampling issue of the network. Now, the model should be able to handle **arbitrary input size**. (Tips: This modification is to facilitate the retraining of U^2-Net on your own datasets. When using our pre-trained model on SOD datasets, please keep the input size as 320x32 to guarantee the performance.) From 30cee09ddbde04f16dbe38e459316f59f77143b7 Mon Sep 17 00:00:00 2001 From: Xuebin Qin Date: Mon, 18 May 2020 12:19:05 -0600 Subject: [PATCH 3/5] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 454dfa3..a21b60d 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ __Contact__: xuebin[at]ualberta[dot]ca ## Updates !!! -**(2020-May-16)** The official paper of our **U^2-Net (U square net)** ([**PDF in elsevier**](https://www.sciencedirect.com/science/article/pii/S0031320320302077?dgcid=author), [**PDF in arxiv**](https://webdocs.cs.ualberta.ca/~xuebin/U2Net_PR_2020.pdf)) is now available. If you are not able to access that, please feel free to drop me an email. +**(2020-May-18)** The official paper of our **U^2-Net (U square net)** ([**PDF in elsevier**](https://www.sciencedirect.com/science/article/pii/S0031320320302077?dgcid=author), [**PDF in arxiv**](https://webdocs.cs.ualberta.ca/~xuebin/U2Net_PR_2020.pdf)) is now available. If you are not able to access that, please feel free to drop me an email. **(2020-May-16)** We fixed the upsampling issue of the network. Now, the model should be able to handle **arbitrary input size**. (Tips: This modification is to facilitate the retraining of U^2-Net on your own datasets. When using our pre-trained model on SOD datasets, please keep the input size as 320x32 to guarantee the performance.) From 1d470aabe158fcee19d2d9d18f376f6453afcfc6 Mon Sep 17 00:00:00 2001 From: Xuebin Qin Date: Tue, 19 May 2020 18:56:25 -0600 Subject: [PATCH 4/5] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a21b60d..70fc98b 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ __Contact__: xuebin[at]ualberta[dot]ca ## Updates !!! -**(2020-May-18)** The official paper of our **U^2-Net (U square net)** ([**PDF in elsevier**](https://www.sciencedirect.com/science/article/pii/S0031320320302077?dgcid=author), [**PDF in arxiv**](https://webdocs.cs.ualberta.ca/~xuebin/U2Net_PR_2020.pdf)) is now available. If you are not able to access that, please feel free to drop me an email. +**(2020-May-18)** The official paper of our **U^2-Net (U square net)** ([**PDF in elsevier**](https://www.sciencedirect.com/science/article/pii/S0031320320302077?dgcid=author), [**PDF in arxiv**](http://arxiv.org/abs/2005.09007)) is now available. If you are not able to access that, please feel free to drop me an email. **(2020-May-16)** We fixed the upsampling issue of the network. Now, the model should be able to handle **arbitrary input size**. (Tips: This modification is to facilitate the retraining of U^2-Net on your own datasets. When using our pre-trained model on SOD datasets, please keep the input size as 320x32 to guarantee the performance.) From 7e5ff7d4c3becfefbb6e3d55916f48c7f7f5858d Mon Sep 17 00:00:00 2001 From: vincentzhang Date: Thu, 21 May 2020 13:51:50 -0600 Subject: [PATCH 5/5] add expiry date for the Elsevier pdf --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 70fc98b..03240c7 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ __Contact__: xuebin[at]ualberta[dot]ca ## Updates !!! -**(2020-May-18)** The official paper of our **U^2-Net (U square net)** ([**PDF in elsevier**](https://www.sciencedirect.com/science/article/pii/S0031320320302077?dgcid=author), [**PDF in arxiv**](http://arxiv.org/abs/2005.09007)) is now available. If you are not able to access that, please feel free to drop me an email. +**(2020-May-18)** The official paper of our **U^2-Net (U square net)** ([**PDF in elsevier**(free until July 5 2020)](https://www.sciencedirect.com/science/article/pii/S0031320320302077?dgcid=author), [**PDF in arxiv**](http://arxiv.org/abs/2005.09007)) is now available. If you are not able to access that, please feel free to drop me an email. **(2020-May-16)** We fixed the upsampling issue of the network. Now, the model should be able to handle **arbitrary input size**. (Tips: This modification is to facilitate the retraining of U^2-Net on your own datasets. When using our pre-trained model on SOD datasets, please keep the input size as 320x32 to guarantee the performance.)