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      "title": "OpenAI SR: 같은 사진, 축소 방식만 변경",
      "description": "PyTorch 예제의 Samoyed 사진 1장, 클래스 258, 같은 시드·FP16. nearest 18.06 → 공식 학습식 float area 25.53 dB(배경 포함 전체 RGB). 공식 학습 코드는 area 평균 축소를 사용합니다. FP32로 바꾼 nearest는 18.06 dB로 거의 같았습니다. 공식 추론 CLI에서도 8비트 area 입력 25.46 dB로 재확인했습니다. 이 사진 점수를 위 도트 전경 점수와 직접 비교하지 않습니다.",
      "images": [
        {
          "label": "원본 사진 256×256",
          "src": "assets/controls/dog_hr.png"
        },
        {
          "label": "Nearest 입력 → 복원",
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        },
        {
          "label": "Float area 입력 → 복원",
          "src": "assets/controls/dog_area.png"
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      ]
    },
    {
      "title": "ESRGAN: 저자 예제는 정상, 도트의 실패는 공식 코드에서도 재현",
      "description": "저자 Drive 원본과 기존 배포본의 702개 가중치 텐서는 완전히 같습니다. 공식 사진·만화 예제는 형태와 색이 유지되며, 같은 코드에서 nearest 골렘은 크게 깨집니다. CPU와 GPU도 세 입력에서 최대 1/255 차이였습니다. 이 대조는 원본 체크포인트나 RGB 변환의 공통 오류를 뒷받침하지 않습니다. 공식 예제는 크기가 달라 화면에 맞춰 표시합니다.",
      "images": [
        {
          "label": "저자 Baboon LR",
          "src": "assets/controls/baboon_lr.png"
        },
        {
          "label": "저자 코드 Baboon 복원",
          "src": "assets/controls/baboon_sr.png"
        },
        {
          "label": "저자 Comic LR",
          "src": "assets/controls/comic_lr.png"
        },
        {
          "label": "저자 코드 Comic 복원",
          "src": "assets/controls/comic_sr.png"
        },
        {
          "label": "저자 코드 nearest 골렘 복원",
          "src": "assets/controls/golem_official.png"
        }
      ]
    },
    {
      "title": "ResShift · DiT-SR: 공식 경로에서도 같은 골렘 출력",
      "description": "공식 PNG 읽기·정규화·모델·샘플러·PNG 저장 경로로 다시 실행했습니다. FP32와 모델 로드 후 시드를 맞춘 골렘 1장의 RGB 평균 차이는 v1 0.025/255 (최대 23), v3 0.040/255 (최대 30), DiT-SR 0.052/255 (최대 24)입니다. 반올림과 부동소수 계산 차이가 남아 바이트가 완전히 같지는 않습니다. 이는 입력 1장 대조이며 전체 논문 벤치마크 재현은 아닙니다.",
      "images": [
        {
          "label": "기존 ResShift v1",
          "src": "assets/controls/v1_prior.png"
        },
        {
          "label": "공식 ResShift v1",
          "src": "assets/controls/v1_official.png"
        },
        {
          "label": "기존 DiT-SR",
          "src": "assets/controls/dit_prior.png"
        },
        {
          "label": "공식 DiT-SR",
          "src": "assets/controls/dit_official.png"
        }
      ]
    },
    {
      "title": "공식 저장소의 사진 입력으로 확산 모델 확인",
      "description": "ResShift 저장소의 RealSet65/foreman.png를 공식 CLI로 실행했습니다. 대응하는 고해상도 정답이 없는 사진이므로 PSNR은 계산하지 않습니다. 공식 기본 실행의 사진 복원과 도트 입력의 거친 질감은 따로 판단해야 합니다.",
      "images": [
        {
          "label": "공식 LR 사진",
          "src": "assets/controls/foreman_lr.png"
        },
        {
          "label": "ResShift v3 공식 실행",
          "src": "assets/controls/foreman_v3.png"
        },
        {
          "label": "DiT-SR 공식 실행",
          "src": "assets/controls/foreman_dit.png"
        }
      ]
    },
    {
      "title": "RePaint: 공식 2배 마스크와 4배 변형은 다른 난이도",
      "description": "같은 사진·클래스 258·시드·스케줄로 공식 test.py 실행. 2배는 원본 픽셀 25%를 제공해 25.88 dB, 4배는 6.25%를 제공해 22.61 dB(전체 RGB)였습니다. 4배 사진도 형태가 복원되므로 4배 자체가 불가능하다고 볼 수 없습니다. 기존 도트는 ImageNet의 정답 클래스가 없어 임의 클래스 조건을 썼습니다. 픽셀 마스크 인페인팅을 일반 업스케일러와 같은 순위로 해석한 점을 바로잡습니다.",
      "images": [
        {
          "label": "정답 사진",
          "src": "assets/controls/dog_hr.png"
        },
        {
          "label": "RePaint 2배 격자 복원",
          "src": "assets/controls/repaint_2.png"
        },
        {
          "label": "RePaint 4배 격자 복원",
          "src": "assets/controls/repaint_4.png"
        }
      ]
    }
  ],
  "count": 240,
  "metric": "Original alpha > 0, all foreground RGB channels; no anchor exclusion; equal-weight mean of 8 images.",
  "kernels": {
    "nearest": "HR[2::4,2::4]",
    "box": "Pillow BOX 256→64",
    "bicubic": "Pillow BICUBIC 256→64"
  },
  "manifest_sha256": {
    "nearest": "a9b54b3789dfabce794718a29670c90c75f735037085d12bf5cdb53de1079b60",
    "box": "88596de1b34a046f16055c758f57ed7f89d8bb989de71422c4e1b8026d0ae31f",
    "bicubic": "17a586549e7d02b9bcf15412a6402edbedb20d1a0c303bfe5c7e10e7037d7cb8"
  }
}