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MLKit_simulator

설치

git clone https://gitlab.dev-merge.com/joy/mlkit_simulator.git && cd vision
pod install 
// 생성된 .xcworkspace 실행

실행

  1. Run Scheme 수정 : 중앙 상단에서 Excutable을 VisionExample.app으로 변경 및 원하는 Simulator 설정
  2. VisionExample 프로젝트 설정에서 Signing & Capabilities 계정 설정
  3. VisionExample/ViewController.swift 에서 입력 경로, 출력 경로 수정
// 경로 문자열 뒤에 "/" 붙혀야함.
let datasetPath = "./root1/" // input path        
let resultPath = "./root2/" // output path
  1. 실행

상세설명

  1. Input 구조 
    Root/
    /class1/
           /imagename.jpg (jpg, png 등 image file)
    /class2/
           /imagename.jpg (jpg, png 등 image file)
    /class3/
           /imagename.jpg (jpg, png 등 image file)
  2. Output 구조 
    Root/
    /class1/
           /imagename-mlkit.json
    /class2/
           /imagename-mlkit.json
    /class3/
           /imagename-mlkit.json
  3. Json 형식 (예시) 
    {
    "Mlkit class name": "FOOD" // bbox 좌표가 있어도 unknown인 경우 존재
    "MLKit class confidence": 0.85546875,
    "xmin": 156,
    "ymin": 159,
    "xmax": 307,
    "ymax": 473
}

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