seoulsky-field / copy-paste-augmentation-for-nodule-detection

Copy-paste Augmentation for Nodule Detection

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Getting started

Step 1. Install Anaconda3 and create a virtual environment.

conda create -n env_name python=3.8

Step 2. Install the library we need. (We recommend to refer PyTorch official to install PyTorch.)

conda install --yes --file requirements.txt
conda install pytorch=1.12.0 cudatoolkit=11.3 -c pytorch

Step 3. Install the MMDetection library.

pip install openmim
mim install mmcv-full

Results

Contributing

Yisak Kim (Department of Radiology, Seoul National University Hospital / PhD student in Seoul National University)
Kyoungmin Jeon (Department of Radiology, Seoul National University Hospital / Dankook University)
Dabin Seo (Department of Radiology, Seoul National University Hospital / Korea University)
Joohwan Lee (Department of Radiology, Seoul National University Hospital / Soongsil University)

And thanks to MMDetection to make a good library.

References