{
  "format_version": 1,
  "model_type": "color_logistic",
  "description": "舌領域の色特徴（CIE L*a*b* 系の統計量・ヒストグラム 107 次元）＋標準化＋多クラスのロジスティック回帰による舌色 5 分類．予測確率は softmax(((x - mean) / scale) @ coef.T + intercept)",
  "input": {
    "color_order": "RGB",
    "dtype": "uint8",
    "shape": "(H, W, 3)",
    "background_rgb": [
      0,
      0,
      0
    ],
    "background_rule": "RGB がすべて 0 の画素を背景（舌領域の外）とし，それ以外の画素を舌領域とする（舌領域の画素に (0, 0, 0) を含めない）",
    "color_correction": "none",
    "source": "TIAS の機材で撮影した色補正なしの画像を，舌のセグメンテーションで切り出したもの（DeepTIAS 2.7 の 2-segmentation/5-extraction と同じ形）．色補正後の画像や他の機材の画像には使えない"
  },
  "features": {
    "num_features": 107,
    "names": [
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      "L_std",
      "L_p10",
      "L_p25",
      "L_p50",
      "L_p75",
      "L_p90",
      "a_mean",
      "a_std",
      "a_p10",
      "a_p25",
      "a_p50",
      "a_p75",
      "a_p90",
      "b_mean",
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      "b_p10",
      "b_p25",
      "b_p50",
      "b_p75",
      "b_p90",
      "C_mean",
      "C_std",
      "C_p10",
      "C_p25",
      "C_p50",
      "C_p75",
      "C_p90",
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      "h_p25",
      "h_p50",
      "h_p75",
      "h_p90",
      "ab_hist_0_0",
      "ab_hist_0_1",
      "ab_hist_0_2",
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      "ab_hist_0_4",
      "ab_hist_0_5",
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      "ab_hist_6_4",
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      "ab_hist_7_6",
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      "L_hist_0",
      "L_hist_1",
      "L_hist_2",
      "L_hist_3",
      "L_hist_4",
      "L_hist_5",
      "L_hist_6",
      "L_hist_7"
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    "channels": [
      "L",
      "a",
      "b",
      "C",
      "h"
    ],
    "channel_stats": [
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      "std",
      "p10",
      "p25",
      "p50",
      "p75",
      "p90"
    ],
    "percentiles": [
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      50,
      75,
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    "percentile_method": "linear（numpy.percentile の既定）",
    "std_ddof": 0,
    "hue": "atan2(b*, a*) の度（(-180, 180]）",
    "chroma": "sqrt(a*^2 + b*^2)",
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      "a_range": [
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        50.0
      ],
      "b_range": [
        -10.0,
        30.0
      ]
    },
    "l_hist": {
      "bins": 8,
      "range": [
        20.0,
        100.0
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    },
    "hist_normalization": "舌領域の画素数に対する割合．範囲外の画素は端のビンに入れる",
    "max_side": 512,
    "downscale": "長辺が max_side を超える画像は，出力サイズ round(辺 × max_side / 長辺) に Pillow の NEAREST で縮小する（色を混ぜない）",
    "lab": {
      "rgb_space": "sRGB（IEC 61966-2-1．ガンマ補正を外して線形化）",
      "illuminant": "D65",
      "srgb_to_xyz": [
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  "provenance": {
    "run_id": "20260928-232605_color_logistic_without_mild_405ab01-dirty",
    "git_commit": "405ab01-dirty",
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}