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image_classification_prototype's Introduction

이미지 분류 프토로타입

목표

  • 전이학습 되어진 모델(ex. mobilenet 등)을 사용해서 이미지 분류 테스트
  • bentoml을 사용해서 api 통신 가능하게 만듬
  • 이후 전이학습 되어진 모델을 수정해서 사용해보도록

실행환경

  • Python 3.8
  • tensorflow-2.4.1-py3-none-any.whl (mac 용)
  • imageio 2.8.0 (버전 주의)

실행

  • 가장 먼저 python main.py 실행
  • 서비스 실행 : bentoml serve ImageClassifier:latest --port 5001
  • 단일 이미지 테스트 목적 : bentoml run ImageClassifier:latest predict --input-file ./images/cat.jpeg

image_classification_prototype's People

Contributors

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Watchers

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