Extract Voynich Words

f11r.jpg

f11r.json

[
    [
        [
            "tshol",
            6,
            6,
            [
                "f99r",
                "f23r",
                "f23v"
            ]
        ],
        [
            "schoal",
            1,
            1,
            [
                "f11r"
            ]
        ],
        [
            "cfhy",
            6,
            6,
            [
                "f32v",
                "f53r",
                "f22r"
            ]
        ],
        [
            "shfydaiin",
            1,
            1,
            [
                "f11r"
            ]
        ],
        [
            "cphy",
            16,
            15,
            [
                "f1r",
                "f86v6",
                "f47r"
            ]
        ],
        [
            "shey",
            283,
            99,
            [
                "f46r",
                "f1r",
                "f45r"
            ]
        ],
        [
            "tchody",
            8,
            8,
            [
                "f7v",
                "f95v1",
                "f95v2"
            ]
        ],
        [
            "shoyty",
            1,
            1,
            [
                "f11r"
            ]
        ],
        [
            "socthody",
            1,
            1,
            [
                "f11r"
            ]
        ],
        [
            "qodor",
            2,
            2,
            [
                "f41r",
                "f11r"
            ]
        ],
        [
            "y",
            151,
            87,
            [
                "f67r2",
                "f1r",
                "f45r"
            ]
        ],
        [
            "kshy",
            5,
            4,
            [
                "f7v",
                "f1r",
                "f39v"
            ]
        ],
        [
            "daiin",
            864,
            205,
            [
                "f46r",
                "f1r",
                "f67r2"
            ]
        ],
        [
            "ytchy",
            20,
            18,
            [
                "f102r2",
                "f68v2",
                "f73r"
            ]
        ],
        [
            "ytchoky",
            1,
            1,
            [
                "f11r"
            ]
        ],
        [
            "kchol",
            21,
            18,
            [
                "f45r",
                "f17v",
                "f45v"
            ]
        ],
        [
            "qoty",
            87,
            55,
            [
                "f46v",
                "f80r",
                "f106r"
            ]
        ],
        [
            "chol",
            397,
            151,
            [
                "f1r",
                "f45r",
                "f46r"
            ]
        ],
        [
            "cthy",
            111,
            63,
            [
                "f89v2",
                "f1r",
                "f45r"
            ]
        ],
        [
            "dor",
            73,
            54,
            [
                "f1r",
                "f45r",
                "f89v1"
            ]
        ],
        [
            "ykychy",
            1,
            1,
            [
                "f11r"
            ]
        ],
        [
            "choty",
            37,
            28,
            [
                "f1r",
                "f15v",
                "f13v"
            ]
        ],
        [
            "dain",
            211,
            100,
            [
                "f45r",
                "f1r",
                "f67r2"
            ]
        ],
        [
            "chaiin",
            45,
            34,
            [
                "f45r",
                "f15r",
                "f55v"
            ]
        ],
        [
            "ded",
            1,
            1,
            [
                "f11r"
            ]
        ],
        [
            "dchol",
            26,
            26,
            [
                "f5v",
                "f51v",
                "f58r"
            ]
        ],
        [
            "chy",
            155,
            101,
            [
                "f1r",
                "f46r",
                "f67r2"
            ]
        ],
        [
            "kchy",
            30,
            26,
            [
                "f1r",
                "f15r",
                "f31r"
            ]
        ],
        [
            "dy",
            271,
            137,
            [
                "f45r",
                "f46r",
                "f67r2"
            ]
        ],
        [
            "tchol",
            13,
            12,
            [
                "f45r",
                "f47r",
                "f86v3"
            ]
        ],
        [
            "shor",
            97,
            66,
            [
                "f45r",
                "f46r",
                "f15r"
            ]
        ],
        [
            "dky",
            1,
            1,
            [
                "f11r"
            ]
        ],
        [
            "shcphy",
            2,
            2,
            [
                "f11v",
                "f11r"
            ]
        ],
        [
            "chodl",
            1,
            1,
            [
                "f11r"
            ]
        ],
        [
            "odl",
            4,
            4,
            [
                "f105v",
                "f104v",
                "f106v"
            ]
        ],
        [
            "ds",
            2,
            2,
            [
                "f27r",
                "f11r"
            ]
        ],
        [
            "otol",
            86,
            69,
            [
                "f89v2",
                "f1r",
                "f55v"
            ]
        ],
        [
            "ykchor",
            5,
            4,
            [
                "f19r",
                "f44v",
                "f56v"
            ]
        ],
        [
            "dair",
            106,
            71,
            [
                "f89v2",
                "f1r",
                "f67r1"
            ]
        ],
        [
            "chody",
            94,
            66,
            [
                "f46r",
                "f89v2",
                "f89v1"
            ]
        ],
        [
            "s",
            244,
            125,
            [
                "f1r",
                "f46r",
                "f67r2"
            ]
        ],
        [
            "qotchy",
            63,
            47,
            [
                "f89v1",
                "f15r",
                "f80r"
            ]
        ],
        [
            "okchol",
            15,
            12,
            [
                "f70r1",
                "f89v1",
                "f69r"
            ]
        ]
    ],
    [
        [
            0,
            57,
            36,
            54,
            39
        ],
        [
            1,
            117,
            51,
            54,
            30
        ],
        [
            2,
            171,
            27,
            42,
            48
        ],
        [
            3,
            222,
            24,
            84,
            54
        ],
        [
            4,
            312,
            33,
            45,
            45
        ],
        [
            5,
            360,
            42,
            39,
            33
        ],
        [
            6,
            396,
            39,
            69,
            33
        ],
        [
            7,
            468,
            30,
            63,
            39
        ],
        [
            8,
            51,
            72,
            81,
            24
        ],
        [
            9,
            141,
            75,
            51,
            21
        ],
        [
            10,
            189,
            81,
            12,
            30
        ],
        [
            11,
            207,
            69,
            36,
            36
        ],
        [
            12,
            246,
            78,
            42,
            18
        ],
        [
            13,
            297,
            69,
            57,
            30
        ],
        [
            14,
            363,
            69,
            72,
            36
        ],
        [
            15,
            438,
            66,
            51,
            33
        ],
        [
            12,
            489,
            66,
            45,
            24
        ],
        [
            16,
            60,
            93,
            45,
            36
        ],
        [
            17,
            111,
            102,
            39,
            21
        ],
        [
            18,
            150,
            93,
            39,
            36
        ],
        [
            19,
            198,
            102,
            30,
            18
        ],
        [
            20,
            234,
            96,
            51,
            33
        ],
        [
            21,
            291,
            96,
            54,
            39
        ],
        [
            22,
            348,
            99,
            39,
            18
        ],
        [
            23,
            390,
            99,
            51,
            15
        ],
        [
            12,
            447,
            96,
            45,
            15
        ],
        [
            24,
            495,
            87,
            33,
            21
        ],
        [
            25,
            69,
            126,
            42,
            18
        ],
        [
            26,
            117,
            126,
            27,
            18
        ],
        [
            27,
            150,
            114,
            42,
            30
        ],
        [
            28,
            195,
            120,
            24,
            27
        ],
        [
            12,
            219,
            120,
            45,
            18
        ],
        [
            29,
            66,
            141,
            51,
            24
        ],
        [
            30,
            123,
            138,
            42,
            24
        ],
        [
            30,
            171,
            141,
            42,
            21
        ],
        [
            31,
            219,
            135,
            33,
            33
        ],
        [
            32,
            258,
            120,
            48,
            45
        ],
        [
            12,
            312,
            138,
            45,
            15
        ],
        [
            18,
            366,
            123,
            36,
            36
        ],
        [
            28,
            405,
            135,
            27,
            27
        ],
        [
            33,
            432,
            135,
            48,
            18
        ],
        [
            12,
            480,
            129,
            54,
            18
        ],
        [
            34,
            75,
            165,
            33,
            21
        ],
        [
            35,
            111,
            162,
            27,
            21
        ],
        [
            10,
            138,
            168,
            12,
            27
        ],
        [
            36,
            159,
            156,
            42,
            33
        ],
        [
            23,
            207,
            162,
            57,
            18
        ],
        [
            37,
            270,
            156,
            63,
            36
        ],
        [
            38,
            339,
            156,
            39,
            21
        ],
        [
            39,
            378,
            159,
            48,
            30
        ],
        [
            18,
            432,
            150,
            39,
            24
        ],
        [
            40,
            474,
            150,
            15,
            18
        ],
        [
            12,
            492,
            150,
            48,
            18
        ],
        [
            41,
            63,
            183,
            66,
            33
        ],
        [
            42,
            138,
            180,
            60,
            33
        ],
        [
            18,
            201,
            177,
            39,
            30
        ],
        [
            28,
            246,
            183,
            27,
            21
        ]
    ]
]

proof-of-concept.py

import matplotlib.pyplot as plt
import matplotlib.patches as patches
from PIL import Image
import numpy as np
import json

j = json.load(open('f11r.json'))

# each word describes a sequence of characters
# each coord has [word_idx, x, y, w, h]
words, coords = j

im = np.array(Image.open('f11r.jpg'), dtype=np.uint8)

# Create figure and axes
fig,ax = plt.subplots(1)

# Display the image
ax.imshow(im)

# Draw each of the boxes in j
for i in coords:

  word_idx, x, y, w, h = i

  # Create a Rectangle patch
  rect = patches.Rectangle((x,y),w,h,linewidth=1,edgecolor='r',facecolor='none')

  # Add the patch to the Axes
  ax.add_patch(rect)

plt.show()