/deep-cts

This repository contains all the resources for my project "Boosting Performance in Deep Learning-based CTS Diagnosis" in Korea University Individual Study.

Primary LanguageJupyter Notebook

Deep CTS

Description

This repository contains all the resources for my project "Boosting Performance in Deep Learning-based CTS Diagnosis" in Korea University Individual Study.

Usage

  1. Clone this repository:
$ git clone git@github.com:hijihyo/deep-cts.git
  1. Create an environment and install necessary packages:
$ conda create -n deepcts python=3.9
$ conda init deepcts
$ pip install -r requirements.txt
  1. Run the provided script file or modify it for your purpose:
$ ./scripts/ctsdiag_resnet.sh
# or
$ CUDA_VISIBLE_DEVICES=0 python src/dl_main.py --name ctsdiag_tht_vit_attn --model tht_vit_attn --variant default --num-train-epochs 300 --per-device-train-batch-size 64