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The pre-trained weights are not available now #53
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I am getting the same problem, since I do not know any pretrained model other than the specified ones in the code I cannot run the nuclei_extraction. What should we do? |
Same issue with you, the pt file not in ibmbox now. |
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Same issue with you, the pt file not in ibmbox now. |
Nuclei extraction has the stage of nuclei segmentation using pretrained HoVerNet. I think we should use other inference code to extract the nuclei map instead of this repo. There were a couple of other implementations of HoVerNet for nuclei segmentation. |
I cannot find an available pretrained model for nuclei detection (in the .pt format), are there anyone that can help on this topic? |
Did someone found a suitable pretrained model in order to execute the Nuclei detection or can an updated checkpoint file be provided? |
I actually got the hovernet model trained on pannuke dataset from original hovernet GitHub page and saved it locally using PyTorch. However this time when I used it in nucleidetection I got an error which says something like the "orderedDict does not have cpu() attribute" I didn't have time to resolve it honestly but are there someone who deals with similar problem? |
Sorry for the late respone. The box links for HoVerNet checkpoints (monusac and pannuke) are broken now. Please download the models and load them directly in the source code here. |
Thank you very much for your fast solution. I am now able to run the introductory code and visualize the image including the graph network. |
The .pt files don't work, please sent me a drive with them ! |
Hi, thank you for the good project.
However, two pre-trained models on pannuke and monusac datasets are not available anymore. Can you check again?
https://github.com/BiomedSciAI/histocartography/blob/dcad24866331bce4fb3d79b0565f23aec0001511/histocartography/preprocessing/nuclei_extraction.py#L31C1-L34C2
Thank you very much.
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