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architecture's Introduction

AI-Play Architecture

A simple introduce of our project architecture (temporary)

Architecture Overview

Phase 1 : MalLang MalLang(말랑말랑) - 임시 제목

  • 딱딱하게만 느껴진 머신 러닝을 말랑말랑하게 할 수 있다!
  • Machine Learning을 잘 알지 못해도 ML Model을 만들 수 있게 해주는 웹 어플리케이션
  • GUI 방식(마우스 클릭 + 간단한 값 입력)만으로 ML Process(Data EDA, Feature Engineering, Training, ...) 수행 가능

Project Structure - Phase 1

Phase 2 : AI Play(인공지능 놀이)

  • AI가 뭔지 궁금해요? 일단 재밌게 놀아봐요!
  • ML과 함께 Deep Learning을 경험할 수 있는 웹 어플리케이션
  • ML은 Phase 1을 기반으로 하여 기능 추가 및 고도화
  • DL은 NLP, CV에 속하는 모델 몇 가지를 API 방식으로 연결하여 입력값만 넣으면 간단히 결과를 얻을 수 있게 함
    • 단순한 인풋-아웃풋보다는 모델을 체험하는 것에 흥미를 가질 수 있도록 하는 것이 목적
    • ex1. 얼굴 사진 업로드 - (Object Detection) - 닮은 과일 찾기
    • ex2. "나는 오늘 배가 고프다. 그래서" 문장 입력 - (Text Generation) - "나는 오늘 배가 고프다. 그래서 엘레강트하게 치킨을 먹어봐요 우리"

Project Structure - Phase 1

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