MedicalNet
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Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relativ...
Hi, In **MedicalNet**, inappropriate dependency versioning constraints can cause risks. Below are the dependencies and version constraints that the project is using ``` pip>=9.0.1 torch==0.4.1 numpy==1.15.4 nibabel==2.4.1 scipy==1.1.0 argparse==1.1 ```...
I trained my model for 2000 epochs. Loss value decreased with every batch. However when i use test.py with the same training data, i obtain 0.0 dice. > mean dice...
How do you get the following visualization? 
Pre-trained models' dice scores on the LungSeg dataset are mentioned two times in the Readme, but they differ. The results in https://github.com/Tencent/MedicalNet#update20190730 look suspicious (it is suprising that ResNet10 performed...
where can I download resnet_50_23dataset.pth: --model resnet --model_depth 50 --resnet_shortcut B?
1. Introduction 1.1 Purpose The purpose of this Project is to build a Basic Railway ticket reservation website. 1.2 Scope This reservation system is robust and up-to date software support....
Hi all, I have worked in the past with segmentation by machine learning but this is the first time I'm working on it with DL. I have a series of...
Bumps [numpy](https://github.com/numpy/numpy) from 1.15.4 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...
Hello! I'm currently planning and executing the upload of the models available under this repository to the Hugging Face community. Everyone also contributing to the project, feel free to take...