MrGiovanni/UNetPlusPlus

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[IEEE TMI Best Paper Award] Official Implementation for UNet++

Stars: 2.7k
Forks: 565
Open beginner issues: 0
Indexed issues: 52

Dominant language: Python
License: No license data
Last GitHub push: Aug 25, 2026
Latest indexed: Sep 20, 2026
Contributing guide: No contributing guide
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52 open issues indexed

Request for Pre-trained Weights Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

MrGiovanni/UNetPlusPlus#96 · Opened Jan 14, 2025
Help Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

MrGiovanni/UNetPlusPlus#95 · 1 comment · Opened Mar 11, 2024
How do I train U-Net++ on my custom 3D data? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#94 · Opened Feb 5, 2024
AttributeError: 'Generic_UNetPlusPlus' object has no attribute 'upsample_mode' Open

Difficulty 1/5 Under an hour Newbie friendliness 48/100

MrGiovanni/UNetPlusPlus#89 · Opened Nov 22, 2022
PermissionError: [Errno 13] Permission denied: '/media/yang/nnUNet_raw_data_base' Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#87 · Opened Sep 11, 2022
How to Train on nnunet 2d mode? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#86 · Opened Jul 24, 2022
legacy_upsampling2d_support Open

Difficulty 4/5 3-5 days Newbie friendliness 18/100

MrGiovanni/UNetPlusPlus#85 · Opened Jun 13, 2022
Generic_UNetPlusPlus测试报错 Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

MrGiovanni/UNetPlusPlus#82 · Opened May 19, 2022
'unet_final_features' referenced before assignment Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

MrGiovanni/UNetPlusPlus#80 · 2 comments · Opened May 5, 2022
issue in resize_segmentation Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

MrGiovanni/UNetPlusPlus#79 · 3 comments · Opened Apr 7, 2022
Anyone here who have update this code for tensorflow version 2.x Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

MrGiovanni/UNetPlusPlus#77 · Opened Nov 16, 2021
Question : why use " l = weights[0] * self.loss(x[-1], y[0])" in loss_functions/deep_supervision.py ? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#75 · Opened Nov 5, 2021
您好！请问pytorch官方实现版提供的LITS预训练模型，是关闭deep_supervision跑的么 Open

Difficulty 1/5 Under an hour Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#74 · 7 comments · Opened Nov 4, 2021
RuntimeError: Given transposed=1, weight of size [256, 128, 2, 2], expected input[12, 64, 256, 256] to have 256 channels, but got 64 channels instead Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

MrGiovanni/UNetPlusPlus#73 · 2 comments · Opened Oct 31, 2021
周学长您好，我在配置环境中发现个小坑想提醒大家 Open

Difficulty 2/5 1-3 hours Newbie friendliness 28/100

MrGiovanni/UNetPlusPlus#72 · 3 reactions · Opened Oct 12, 2021
Getting very bad validation metrics Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#67 · 2 comments · Opened Aug 19, 2021
Task058 have RuntimeError: Given transposed=1, weight of size [128, 64, 1, 2, 2], expected input[2, 64, 16, 160, 160] to have 128 channels, but got 64 channels instead Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#65 · 9 comments · Opened May 27, 2021
3x3 sigmoid/softmax output. Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#63 · 2 comments · Opened Jan 23, 2021
Steps to train and test Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#62 · 1 comment · Opened Jan 8, 2021
Model shape error Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

MrGiovanni/UNetPlusPlus#61 · 1 comment · Opened Dec 29, 2020
From BRATS 2013 dataset to BRATS2013_Syn_Flair_Train_X.npy and “BRATS2013_Syn_Flair_Train_S.npy Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#56 · Opened Oct 28, 2020
No such file or directory: 'Data/BRATS/BRATS2013_Syn_Flair_Train_X.npy' Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#55 · Opened Oct 21, 2020
Overlap Strategy vs Padded Convolution Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#53 · Opened Sep 25, 2020
Implementing in colab Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#52 · 3 comments · Opened Aug 24, 2020
data preparation for training Open

Difficulty 3/5 1-2 days Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#50 · Opened Jul 23, 2020
bce_dice_loss negative loss Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#49 · 3 comments · Opened Jul 21, 2020
Does this code have implementations for weighted loss? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#47 · Opened May 21, 2020
have any mAP different between upsampling vs conv2dtranspose ? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#46 · Opened May 13, 2020
No match code with the paper on UnetPlusPlus Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#44 · Opened Apr 26, 2020
EfficientNet backbone Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#43 · 5 comments · 2 reactions · Opened Apr 15, 2020
About Data Science Bowl 2018. Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

MrGiovanni/UNetPlusPlus#42 · Opened Apr 1, 2020
MaskRCNN++ Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

MrGiovanni/UNetPlusPlus#41 · Opened Mar 13, 2020
How to run this code Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#40 · 3 reactions · Opened Feb 22, 2020
when training model resnet34+xnet configuration, the default decoder_filter parameters seems not work Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

MrGiovanni/UNetPlusPlus#38 · Opened Jan 18, 2020
Some question in training Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

MrGiovanni/UNetPlusPlus#36 · 1 comment · Opened Jan 14, 2020
How can I modify the network code for the gray-scale image patches? Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

MrGiovanni/UNetPlusPlus#35 · 2 comments · Opened Dec 25, 2019
how to train my own data Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#34 · 2 reactions · Opened Dec 22, 2019
How to add more regularization methods? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#32 · Opened Nov 26, 2019
Small question about Xnet vs Nestnet difference Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#31 · 5 comments · 1 reaction · Opened Nov 14, 2019
Attempting to use uninitialized value Adam/lr Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

MrGiovanni/UNetPlusPlus#30 · Opened Nov 12, 2019
Deep supervision Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#29 · 5 comments · Opened Sep 16, 2019
why there is no activations for Conv2DTranspose??? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#28 · Opened Sep 10, 2019
about unet++ for nodule segmentation Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

MrGiovanni/UNetPlusPlus#27 · Opened Aug 27, 2019
How to get "BRATS2013_Syn_Flair_Train_X.npy" and "BRATS2013_Syn_Flair_Train_S.npy" from BRATS2013 dataSet？ Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#26 · 7 comments · 5 reactions · Opened Aug 26, 2019
loading weight problem Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#25 · 1 comment · Opened Jun 22, 2019
how to get DSB2018_application.py Open

Difficulty 1/5 Under an hour Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#24 · 7 comments · Opened Jun 19, 2019
dice_coef_loss and dice_coef do not match during runinng code Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

MrGiovanni/UNetPlusPlus#21 · 1 comment · Opened May 12, 2019
some data and weights Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

MrGiovanni/UNetPlusPlus#20 · Opened May 8, 2019
where is the code about 'prunning' ? Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

MrGiovanni/UNetPlusPlus#16 · 1 comment · 3 reactions · Opened Apr 15, 2019
How to input 6 depth data into xnet? Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

MrGiovanni/UNetPlusPlus#11 · 2 comments · Opened Mar 29, 2019

MrGiovanni/UNetPlusPlus

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