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4uiiurz1/pytorch-nested-unet
training speed gets slower when the number of classes increases

training speed gets slower when i train a 32 classes dataset
  • AlphMax
  • Opened 
    on Aug 4, 2024
  • #59

4uiiurz1/pytorch-nested-unet
this repo is unable to run!

I have tried every step exactly as the author recorded. However, there is always a bug in the period of running train.py. I suggest all of the users to move to other repos!!!!!!!!!!!!
  • MorleyOlsen
  • 2
  • Opened 
    on Mar 22, 2024
  • #58

4uiiurz1/pytorch-nested-unet
is there a pre-trained model available?

please provide a pre-trained model checkpoint.
  • santoshcoder23
  • Opened 
    on Aug 31, 2023
  • #57

4uiiurz1/pytorch-nested-unet
Tensor size mismatch

File D:\pytorch-nested-unet\train.py , line 359, in module main() File D:\pytorch-nested-unet\train.py , line 319, in main train_log = train(config, train_loader, model, criterion, optimizer) File D:\pytorch-nested-unet\train.py ...
  • liuzhihuilzh
  • Opened 
    on Jul 7, 2023
  • #56

4uiiurz1/pytorch-nested-unet
How do I train on different image dimenstions e.g 192 x 192 instead of 96 x 96 pixels?

I can train with my own dataset if I use 96 pixels x 96 pixels with matching masks. When I change this to 192 or 512 pixels my model always gets 0.00 IoU. Thanks!
  • mornedev
  • 2
  • Opened 
    on Jun 29, 2023
  • #55

4uiiurz1/pytorch-nested-unet
Why is the iou result of your code 0.843, but the iou result of the original author of UNet++ for DSB2018 data set 0.92?

Why is the iou result of your code 0.843, but the iou result of the original author of UNet++ for DSB2018 data set 0.92? How can I debug it so that the results are consistent with Zhou s？
  • 4dirveduck
  • 2
  • Opened 
    on May 11, 2023
  • #54

4uiiurz1/pytorch-nested-unet
How can I predict segmentation results after training?

After training, if the segmentation result is predicted with the given image？ Thanks!
  • simi-ck
  • 13
  • Opened 
    on Sep 15, 2022
  • #53

4uiiurz1/pytorch-nested-unet
What is the correct format for training on custom data?

Hi, I see in the description the following layout is required for training on a custom dataset: inputs └── dataset name ├── images | ├── 0a7e06.jpg │ ├── 0aab0a.jpg │ ├── 0b1761.jpg ...
  • Callum232310
  • 1
  • Opened 
    on Jul 29, 2022
  • #52

4uiiurz1/pytorch-nested-unet
albumentations

Hello, may I ask which version of albumentations did you use in your code? Now some features of this library have changed, so I do not know which version to use. Thank you very much!
  • leonard-cooper
  • 4
  • Opened 
    on Apr 29, 2022
  • #51

4uiiurz1/pytorch-nested-unet
crime detection project

hi everyone I need your help when I run my project I got this error I don t know how to solve ValueError: With n_samples=0, test_size=0.2 and train_size=None, the resulting train set will be empty. Adjust ...
  • VIYYAPUVSDSAIVAMSI
  • 1
  • Opened 
    on Apr 4, 2022
  • #50
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