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README.md

2023-winter-school-project

2023년 2월 겨울학교 프로젝트 참고 git : https://github.com/milesial/Pytorch-UNet

실행

모델 가중치 준비

스크립트를 통해 weights.bin 다운로드

sh download_weights.sh

이미지를 바이너리로 변환 (img2bin)

jpg이미지를 바이너리 파일로 생성

python tools/img2bin.py img/inData1.jpg input1.bin

C코드 컴파일 및 실행

make clean && make -j
./main weights.bin input1.bin output1.bin

바이너리 결과를 이미지로 변환 (bin2img)

바이너리로 저장된 추론 결과를 png이미지로 변환

python tools/bin2img.py output1.bin output1.png

ETC

Python 환경 준비

python실행에 필요한 numpy, pillow, pytorch env 설치

conda env create -f ./tools/env.yaml