Beckschen TransUNet issues

Beckschen / TransUNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Apache License 2.0

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TransUnet model code not available?

#158 allihaider opened 3 days ago
0
"Why are the training results different every time?"

#157 congcongwy51 opened 3 weeks ago
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number of trainable parameters is not 105 million as developed by me? How can I?

#156 Romita-ai opened 4 weeks ago
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Can this network be added to a feature pyramid network to be compatible with image classification at different scales?

#155 goldwater668 opened 1 month ago
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Abnormal Loss value during training

#154 nothingbut1 opened 1 month ago
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Synapse dataset

#153 janet-rgb opened 1 month ago
1
Acdc UI

#152 Wang-YaoJie closed 2 months ago
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Where is the CNN that they claim in the paper?

#151 Karmush21 opened 2 months ago
1
Error in test file

#150 ThaiBao107 opened 3 months ago
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About the solution of problems like "have 3 channels, but got 1000 channels instead"

#149 playpopi opened 4 months ago
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ACDC dataset

#148 chenzhang9476 opened 5 months ago
1
The issue arises from the absence of the "lists_Synapse" folder.

#147 KYC890 opened 5 months ago
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Training performance issues on small-sized targets

#146 ZYH23333 opened 6 months ago
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PreActBottleneck

#145 Juice808999 opened 7 months ago
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change patch_size during test

#144 mpapadomanolaki opened 8 months ago
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Is the Synapse multi-organ segmentation dataset experimental result obtained from is the 20 samples official test set?

#143 guoyh6 opened 9 months ago
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Training with different image size

#142 alqurri77 closed 9 months ago
1
Data preprocessing

#141 congcongWY opened 10 months ago
3
导入包报错，文件夹重名导致的坑

#140 nlwify opened 11 months ago
2
Need R50+ViT-L_16 pretrained model rather than R50+ViT-L_32

#139 sevdeaydogdu opened 11 months ago
1
Training for three-channel dataset

#138 fabihabushra opened 11 months ago
0
ACDC dataset 100 cases of data

#137 Wbbbjikj opened 1 year ago
1
asking for you help

#136 congcongWY opened 1 year ago
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Even if we fix the seed, the results change for each training.

#135 joonmy opened 1 year ago
4
当我在运行TransUNet-main的train.py时出现错误：KeyError: 'Transformer/encoderblock_0/Multi5HeadDotProductAttention_1/query/kernel is not a file in the archive' 这是在我进行KeyError: 'Transformer/encoderblock_0/MultiHeadDotProductAttention_1/query\\kernel is not a file in the archive'后的更改出现的错误，csdn说这是os.path.join 合并路径的时候出现的问题，更改后仍然出现以上错误

#134 nishiwodebaby opened 1 year ago
4
Need R50+ViT-B_16 rather than R50-ViT-B_16!

#133 yichen-sanofi opened 1 year ago
1
"ZeroDivisionError: integer division or modulo by zero" when vit_patches_size=8

#132 alqurri77 opened 1 year ago
3
Reason for [-125, 275] input clipping

#131 SumayyaInayat opened 1 year ago
0
Different input size (width x height)

#130 duraes-antonio opened 1 year ago
1
Synapse Multi-Organ Segmentation Visualisation

#129 NJNUCS opened 1 year ago
9
the mean dice is not good in acdc dataset

#128 Wbbbjikj opened 1 year ago
7
Is this input data a 2D CT cross-sectional image or a complete 3D CT image?

#127 SiruLiu645 opened 1 year ago
0
about dataset

#126 fanyigao opened 1 year ago
1
There is no complete TransUNet codes here?

#125 675492062 closed 1 year ago
1
.npy.h5 format of test data, key "label" in test data

#124 ibrahimmanzoor opened 1 year ago
0
Request for preprocessed dataset

#123 mUgradn opened 1 year ago
3
Can someone please help me with this error : Traceback (most recent call last): File "/content/drive/MyDrive/project_TransUNet/TransUNet/train.py", line 92, in <module> net.load_from(weights=np.load(config_vit.pretrained_path)) File "/content/drive/MyDrive/project_TransUNet/TransUNet/networks/vit_seg_modeling.py", line 429, in load_from unit.load_from(weights, n_block=uname) File "/content/drive/MyDrive/project_TransUNet/TransUNet/networks/vit_seg_modeling.py", line 206, in load_from self.attn.query.bias.copy_(query_bias) RuntimeError: The size of tensor a (768) must match the size of tensor b (589824) at non-singleton dimension 0

#122 kushiluv opened 1 year ago
0
What is Expected Input and output channel ?

#121 ankit-rl4 opened 1 year ago
1
Model checkpoint

#120 TaWald opened 1 year ago
0
About the test set

#119 code-aifarmer opened 1 year ago
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Process finished with exit code -1073741819 (0xC0000005)

#118 code-aifarmer closed 1 year ago
0
about acdc_dataset

#117 Yss83 opened 1 year ago
2
Hello! Cound you please send the preprocessed data set that can run the code to my mailbox? Thank you! hyunwoo137@naver.com

#116 navendano11 opened 1 year ago
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The mean dice is very low after testing

#115 wanrat40 opened 1 year ago
2
Focal-Unet --> low complexity, easy to use unet implementation for small dataset domains

#114 mohammadrezanaderi4 opened 1 year ago
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Request for the Preprocessed Data

#113 jkraaaa opened 1 year ago
2
Request for the Preprocessed Synapse Data

#112 mltraore opened 1 year ago
0
Request for the Preprocessed Data

#111 tommasogattari opened 1 year ago
0
想问一下各位大佬，为什么我用这个框架在Synapse数据上UNet的dice能跑到80多？

#110 wdayang opened 1 year ago
4
Update code and Add Preprocessnig code

#109 tony9402 opened 1 year ago
0