MedSegDiff

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Multi-gpu fails on SLURM clusters

1

Hi. I tried to run the training on a SLURM cluster with multiple GPUs. The problem is when you run the code on clusters like this, the cluster scheduler decides...

ahmadrezarm

DATASET

4

Hi did you use REFUGE-2 or REFUGE dataset?

jg9531

Train Time

1

How long will you use to train the model? can i use 3090 instead?

zyqzyqhappiness

Inquiry about MedSegDiff(v1) for Brain Tumor Segmentation on BraTS2021 Dataset

6

Hi, I am currently working on applying diffusion models for brain tumor segmentation, and I have some questions regarding your experiments on the BraTS2021 dataset. 1. Your paper mentioned that...

MaggieLSY

loss大概多少，分割效果才说得过去

10

自己训练loss下降非常慢，达到0.0014分割的还是不准，想知道大家训练到loss多少，分割的才算比较准

songhuaqinggg

I would like to ask in which file the epoch number set by the author is set

2

I would like to ask in which file the epoch number set by the author is set

princerice

error in training

5

Hello, author, I made a mistake in training. What is the specific reason for the error? python scripts/segmentation_train.py --data_name ISIC --data_dir F:\liuxiao\project\dataset\isbi_3b_medsegdiff --out_dir F:\liuxiao\project\MedSegDiff\outdir --image_size 256 --num_channels 128 --class_cond False...

apuomline

Sampling problem

3

When I ran sample.py , I got this problem: Traceback (most recent call last): File "F:\dpm\MedSegDiff-master-v2\v2\scripts\segmentation_sample.py", line 194, in main() File "F:\dpm\MedSegDiff-master-v2\v2\scripts\segmentation_sample.py", line 116, in main sample, x_noisy, org, cal,...

jojo803

sample erroe

4

hello, I trained the model in my dataset, when I sample ,I meet the error.Could you help me？ RuntimeError: Error(s) in loading state_dict for UNetModel_v1preview: size mismatch for input_blocks.0.0.weight: copying...

tianxiaoer

about the Setting of DDTI

2

Could you please tell me of the Setting for using DDTI dataset? I got great results in ISIC, but I got very bad result using Ultrasound images dataset when I...

xutong22