text: """some camera data that we need to store somewhere
  """
  
  import numpy as np
  
  # We "pythonify" the conventions in the Tkačik et al paper, so R=0, G=1, B=2
  BAYER_MATRICES = {
      "NIKON D90": np.array([[1, 2], [0, 1]]),
      "NIKON D70": np.array([[2, 1], [1, 0]]),
      }
  
  
  # context, content, direction, size of grating
  IMG_INFO = {
      'DSC_0080': ['monitor', '1 cyc/image', 'vertical', '256 pix'],
      'DSC_0081': ['monitor', '2 cyc/image', 'vertical', '256 pix'],
      'DSC_0082': ['monitor', '4 cyc/image', 'vertical', '256 pix'],
      'DSC_0083': ['monitor', '8 cyc/image', 'vertical', '256 pix'],
      'DSC_0084': ['monitor', '16 cyc/image', 'vertical', '256 pix'],
      'DSC_0085': ['monitor', '32 cyc/image', 'vertical', '256 pix'],
      'DSC_0086': ['monitor', '64 cyc/image', 'vertical', '256 pix'],
      'DSC_0087': ['monitor', '128 cyc/image', 'vertical', '256 pix'],
      'DSC_0088': ['monitor', 'blank', 'blank', '256 pix'],
      'DSC_0090': ['projector_1', '1 cyc/image', 'vertical', '256 pix'],
      'DSC_0091': ['projector_1', '2 cyc/image', 'vertical', '256 pix'],
      'DSC_0092': ['projector_1', '4 cyc/image', 'vertical', '256 pix'],
      'DSC_0093': ['projector_1', '8 cyc/image', 'vertical', '256 pix'],
      'DSC_0094': ['projector_1', '16 cyc/image', 'vertical', '256 pix'],
      'DSC_0095': ['projector_1', '32 cyc/image', 'vertical', '256 pix'],
      'DSC_0096': ['projector_1', '64 cyc/image', 'vertical', '256 pix'],
      'DSC_0097': ['projector_1', '128 cyc/image', 'vertical', '256 pix'],
      'DSC_0098': ['projector_1', '1 cyc/image', 'horizontal', '256 pix'],
      'DSC_0099': ['projector_1', '2 cyc/image', 'horizontal', '256 pix'],
      'DSC_0100': ['projector_1', '4 cyc/image', 'horizontal', '256 pix'],
      'DSC_0101': ['projector_1', '8 cyc/image', 'horizontal', '256 pix'],
      'DSC_0102': ['projector_1', '16 cyc/image', 'horizontal', '256 pix'],
      'DSC_0103': ['projector_1', '32 cyc/image', 'horizontal', '256 pix'],
      'DSC_0104': ['projector_1', '64 cyc/image', 'horizontal', '256 pix'],
      'DSC_0105': ['projector_1', '128 cyc/image', 'horizontal', '256 pix'],
      'DSC_0106': ['projector_1', 'blank', 'blank', '256 pix'],
      'DSC_0205': ['projector_2', '1 cyc/image', 'vertical', '256 pix'],
      'DSC_0206': ['projector_2', '2 cyc/image', 'vertical', '256 pix'],
      'DSC_0207': ['projector_2', '4 cyc/image', 'vertical', '256 pix'],
      'DSC_0208': ['projector_2', '8 cyc/image', 'vertical', '256 pix'],
      'DSC_0209': ['projector_2', '16 cyc/image', 'vertical', '256 pix'],
      'DSC_0210': ['projector_2', '32 cyc/image', 'vertical', '256 pix'],
      'DSC_0211': ['projector_2', '64 cyc/image', 'vertical', '256 pix'],
      'DSC_0212': ['projector_2', '128 cyc/image', 'vertical', '256 pix'],
      'DSC_0214': ['projector_2', '1 cyc/image', 'horizontal', '256 pix'],
      'DSC_0215': ['projector_2', '2 cyc/image', 'horizontal', '256 pix'],
      'DSC_0216': ['projector_2', '4 cyc/image', 'horizontal', '256 pix'],
      'DSC_0217': ['projector_2', '8 cyc/image', 'horizontal', '256 pix'],
      'DSC_0218': ['projector_2', '16 cyc/image', 'horizontal', '256 pix'],
      'DSC_0219': ['projector_2', '32 cyc/image', 'horizontal', '256 pix'],
      'DSC_0220': ['projector_2', '64 cyc/image', 'horizontal', '256 pix'],
      'DSC_0221': ['projector_2', '128 cyc/image', 'horizontal', '256 pix'],
      'DSC_0222': ['projector_2', 'blank', 'blank', '256 pix'],
      'DSC_0236': ['projector_3', '1 cyc/image', 'vertical', '256 pix'],
      'DSC_0237': ['projector_3', '2 cyc/image', 'vertical', '256 pix'],
      'DSC_0238': ['projector_3', '4 cyc/image', 'vertical', '256 pix'],
      'DSC_0239': ['projector_3', '8 cyc/image', 'vertical', '256 pix'],
      'DSC_0240': ['projector_3', '16 cyc/image', 'vertical', '256 pix'],
      'DSC_0241': ['projector_3', '32 cyc/image', 'vertical', '256 pix'],
      'DSC_0242': ['projector_3', '64 cyc/image', 'vertical', '256 pix'],
      'DSC_0243': ['projector_3', '128 cyc/image', 'vertical', '256 pix'],
      'DSC_0244': ['projector_3', '1 cyc/image', 'horizontal', '256 pix'],
      'DSC_0245': ['projector_3', '2 cyc/image', 'horizontal', '256 pix'],
      'DSC_0246': ['projector_3', '4 cyc/image', 'horizontal', '256 pix'],
      'DSC_0247': ['projector_3', '8 cyc/image', 'horizontal', '256 pix'],
      'DSC_0248': ['projector_3', '16 cyc/image', 'horizontal', '256 pix'],
      'DSC_0249': ['projector_3', '32 cyc/image', 'horizontal', '256 pix'],
      'DSC_0250': ['projector_3', '64 cyc/image', 'horizontal', '256 pix'],
      'DSC_0252': ['projector_3', '128 cyc/image', 'horizontal', '256 pix'],
      'DSC_0253': ['projector_3', 'blank', 'blank', '256 pix'],
      'DSC_0254': ['projector_3_zoomed_in', '64 cyc/image', 'vertical', '256 pix'],
      'DSC_0255': ['projector_3_zoomed_in', '128 cyc/image', 'vertical', '256 pix'],
      'DSC_0256': ['projector_3_zoomed_in', '64 cyc/image', 'horizontal', '256 pix'],
      'DSC_0257': ['projector_3_zoomed_in', '128 cyc/image', 'horizontal', '256 pix'],
      'DSC_0258': ['projector_3_zoomed_in', 'blank', 'blank', '256 pix'],
      'DSC_0259': ['projector_3', 0, 'log_polar', '1080 pix'],
      'capt0000': ['projector_4', '1 cyc/image', 'vertical', '256 pix'],
      'capt0001': ['projector_4', '2 cyc/image', 'vertical', '256 pix'],
      'capt0002': ['projector_4', '4 cyc/image', 'vertical', '256 pix'],
      'capt0003': ['projector_4', '8 cyc/image', 'vertical', '256 pix'],
      'capt0004': ['projector_4', '16 cyc/image', 'vertical', '256 pix'],
      'capt0005': ['projector_4', '32 cyc/image', 'vertical', '256 pix'],
      'capt0006': ['projector_4', '64 cyc/image', 'vertical', '256 pix'],
      'capt0007': ['projector_4', '128 cyc/image', 'vertical', '256 pix'],
      'capt0008': ['projector_4', '1 cyc/image', 'horizontal', '256 pix'],
      'capt0009': ['projector_4', '2 cyc/image', 'horizontal', '256 pix'],
      'capt0010': ['projector_4', '4 cyc/image', 'horizontal', '256 pix'],
      'capt0011': ['projector_4', '8 cyc/image', 'horizontal', '256 pix'],
      'capt0012': ['projector_4', '16 cyc/image', 'horizontal', '256 pix'],
      'capt0013': ['projector_4', '32 cyc/image', 'horizontal', '256 pix'],
      'capt0014': ['projector_4', '64 cyc/image', 'horizontal', '256 pix'],
      'capt0015': ['projector_4', '128 cyc/image', 'horizontal', '256 pix'],
      'capt0016': ['projector_4', 'blank', 'blank', '256 pix'],
      'capt0019': ['projector_5', '1 cyc/image', 'vertical', '256 pix'],
      'capt0020': ['projector_5', '2 cyc/image', 'vertical', '256 pix'],
      'capt0021': ['projector_5', '4 cyc/image', 'vertical', '256 pix'],
      'capt0022': ['projector_5', '8 cyc/image', 'vertical', '256 pix'],
      'capt0023': ['projector_5', '16 cyc/image', 'vertical', '256 pix'],
      'capt0024': ['projector_5', '32 cyc/image', 'vertical', '256 pix'],
      'capt0025': ['projector_5', '64 cyc/image', 'vertical', '256 pix'],
      'capt0026': ['projector_5', '128 cyc/image', 'vertical', '256 pix'],
      'capt0027': ['projector_5', '1 cyc/image', 'horizontal', '256 pix'],
      'capt0028': ['projector_5', '2 cyc/image', 'horizontal', '256 pix'],
      'capt0029': ['projector_5', '4 cyc/image', 'horizontal', '256 pix'],
      'capt0030': ['projector_5', '8 cyc/image', 'horizontal', '256 pix'],
      'capt0032': ['projector_5', '16 cyc/image', 'horizontal', '256 pix'],
      'capt0033': ['projector_5', '32 cyc/image', 'horizontal', '256 pix'],
      'capt0034': ['projector_5', '64 cyc/image', 'horizontal', '256 pix'],
      'capt0035': ['projector_5', '128 cyc/image', 'horizontal', '256 pix'],
      'capt0036': ['projector_5', 'blank', 'blank', '256 pix'],
      'capt0042': ['projector_5_zoomed_in', '64 cyc/image', 'vertical', '256 pix'],
      'capt0043': ['projector_5_zoomed_in', '128 cyc/image', 'vertical', '256 pix'],
      'capt0044': ['projector_5_zoomed_in', '64 cyc/image', 'horizontal', '256 pix'],
      'capt0045': ['projector_5_zoomed_in', '128 cyc/image', 'horizontal', '256 pix'],
      'capt0047': ['projector_5_zoomed_in', 'blank', 'blank', '256 pix'],
  }
  
  # the key specifies which image we're referring to and should be the filename as saved in the
  # metadata dictionary (that is, the filename with no directory or extension). each value here is a
  # dictionary defining the edges of the various circles for the different images. they must
  # therefore have the following keys: 'square_ctr', 'grating_edge', 'white_edge', 'black_edge', and
  # 'image_size'. The two numbers in each tuple are the pixels, as you can find using inkscape,
  # etc. THIS SHOULD NOT BE USED DIRECTLY. Use the function `load_pts_dict`, because (in order to get
  # the values here to correspond to the right image indices), we need to subtract the second number
  # in each tuple from img.shape[0]
  
  # annoyingly, image_size has the opposite order of numbers that the points have, because image_size
  # must be compared to image.size (which returns the numbers as y, x) while the points should have
  # the scatter-like order x, y -- I SHOULD PROBABLY CHANGE THIS
  PTS_DICT = {"DSC_0080":
              {"square_ctr": (2148, 1456),
               "grating_edge": [(2071, 2149), (1441, 1593), (1856, 732), (2644, 2143), (2854, 1290),
                                (2586, 731), (1913, 736)],
               "white_edge": [(2200, 2506), (3206, 1347), (2145, 376), (1073, 1425)],
               "black_edge": [(3566, 1368), (709, 1539), (725, 2563), (3571, 66)],
               "image_size": (2868, 4310)},
              "DSC_0081":
              {"square_ctr": (2148, 1456),
               "grating_edge": [(2071, 2149), (1441, 1593), (1856, 732), (2644, 2143), (2854, 1290),
                                (2586, 731), (1913, 736)],
               "white_edge": [(2200, 2506), (3206, 1347), (2145, 376), (1073, 1425)],
               "black_edge": [(3566, 1368), (709, 1539), (725, 2563), (3571, 66)],
               "image_size": (2868, 4310)},
              "DSC_0082":
              {"square_ctr": (2148, 1456),
               "grating_edge": [(2071, 2149), (1441, 1593), (1856, 732), (2644, 2143), (2854, 1290),
                                (2586, 731), (1913, 736)],
               "white_edge": [(2200, 2506), (3206, 1347), (2145, 376), (1073, 1425)],
               "black_edge": [(3566, 1368), (709, 1539), (725, 2563), (3571, 66)],
               "image_size": (2868, 4310)},
              "DSC_0083":
              {"square_ctr": (2148, 1456),
               "grating_edge": [(2071, 2149), (1441, 1593), (1856, 732), (2644, 2143), (2854, 1290),
                                (2586, 731), (1913, 736)],
               "white_edge": [(2200, 2506), (3206, 1347), (2145, 376), (1073, 1425)],
               "black_edge": [(3566, 1368), (709, 1539), (725, 2563), (3571, 66)],
               "image_size": (2868, 4310)},
              "DSC_0084":
              {"square_ctr": (2148, 1456),
               "grating_edge": [(2071, 2149), (1441, 1593), (1856, 732), (2644, 2143), (2854, 1290),
                                (2586, 731), (1913, 736)],
               "white_edge": [(2200, 2506), (3206, 1347), (2145, 376), (1073, 1425)],
               "black_edge": [(3566, 1368), (709, 1539), (725, 2563), (3571, 66)],
               "image_size": (2868, 4310)},
              "DSC_0085":
              {"square_ctr": (2148, 1456),
               "grating_edge": [(2071, 2149), (1441, 1593), (1856, 732), (2644, 2143), (2854, 1290),
                                (2586, 731), (1913, 736)],
               "white_edge": [(2200, 2506), (3206, 1347), (2145, 376), (1073, 1425)],
               "black_edge": [(3566, 1368), (709, 1539), (725, 2563), (3571, 66)],
               "image_size": (2868, 4310)},
              "DSC_0086":
              {"square_ctr": (2148, 1456),
               "grating_edge": [(2071, 2149), (1441, 1593), (1856, 732), (2644, 2143), (2854, 1290),
                                (2586, 731), (1913, 736)],
               "white_edge": [(2200, 2506), (3206, 1347), (2145, 376), (1073, 1425)],
               "black_edge": [(3566, 1368), (709, 1539), (725, 2563), (3571, 66)],
               "image_size": (2868, 4310)},
              "DSC_0087":
              {"square_ctr": (2148, 1456),
               "grating_edge": [(2071, 2149), (1441, 1593), (1856, 732), (2644, 2143), (2854, 1290),
                                (2586, 731), (1913, 736)],
               "white_edge": [(2200, 2506), (3206, 1347), (2145, 376), (1073, 1425)],
               "black_edge": [(3566, 1368), (709, 1539), (725, 2563), (3571, 66)],
               "image_size": (2868, 4310)},
              "DSC_0090":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0091":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0092":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0093":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0094":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0095":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0096":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0097":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0098":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0099":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0100":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0101":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0102":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0103":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0104":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0105":
              {"square_ctr": (2400, 1463),
               "grating_edge": [(2400, 2153), (2945, 2153), (3059, 1406), (3046, 849), (2413, 842)],
               "white_edge": [(2168, 2492), (3115, 2479), (3377, 1724), (3372, 726), (1863, 517),
                              (1417, 1588)],
               "black_edge": [(1084, 1957), (1095, 2736), (3717, 2060), (3710, 766)],
               "image_size": (2868, 4310)},
              "DSC_0205":
              {"square_ctr": (2157, 1452),
               "grating_edge": [(2273, 2050), (2793, 1985), (2271, 1035), (2483, 795)],
               "white_edge": [(2153, 2372), (3098, 1474), (2131, 481), (1212, 1341)],
               "black_edge": [(2251, 2698), (3403, 1353), (2080, 167), (894, 1371)],
               "image_size": (2868, 4310)},
              "DSC_0206":
              {"square_ctr": (2162, 1459),
               "grating_edge": [(1678, 2064), (2351, 2049), (2395, 796), (1678, 810), (1528, 1409),
                                (2273, 2050), (2793, 1985), (2271, 1035), (2483, 795)],
               "white_edge": [(2153, 2372), (3098, 1474), (2131, 481), (1212, 1341), (1229, 2392),
                              (3110, 2357), (3068, 508), (1202, 496)],
               "black_edge": [(2251, 2698), (3403, 1353), (2080, 167), (894, 1371), (3442, 2653),
                              (3373, 167), (882, 179), (939, 2724)],
               "image_size": (2868, 4310)},
              "DSC_0207":
              {"square_ctr": (2162, 1459),
               "grating_edge": [(1678, 2064), (2351, 2049), (2395, 796), (1678, 810), (1528, 1409),
                                (2273, 2050), (2793, 1985), (2271, 1035), (2483, 795)],
               "white_edge": [(2153, 2372), (3098, 1474), (2131, 481), (1212, 1341), (1229, 2392),
                              (3110, 2357), (3068, 508), (1202, 496)],
               "black_edge": [(2251, 2698), (3403, 1353), (2080, 167), (894, 1371), (3442, 2653),
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                              (1316, 1477), (1312, 2222)],
               "black_edge": [(3788, 2492), (3777, 1648), (3777, 786), (3490, 72), (1962, 55),
                              (1172, 65), (978, 694), (967, 1661), (974, 2489)],
               "image_size": (2868, 4310)},
              "capt0028":
              {"square_ctr": (2389, 1460),
               "grating_edge": [(1770, 2174), (2123, 2174), (2506, 2174), (2803, 2171), (3089, 1914),
                                (3086, 1510), (3086, 1035), (2837, 755), (2482, 755), (2154, 755),
                                (1788, 756), (1672, 817), (1668, 1381), (1668, 1822)],
               "white_edge": [(1607, 2526), (2232, 2523), (2977, 2519), (3432, 2095), (3435, 1429),
                              (3425, 701), (3275, 417), (2468, 407), (1620, 407), (1323, 783),
                              (1316, 1477), (1312, 2222)],
               "black_edge": [(3788, 2492), (3777, 1648), (3777, 786), (3490, 72), (1962, 55),
                              (1172, 65), (978, 694), (967, 1661), (974, 2489)],
               "image_size": (2868, 4310)},
              "capt0029":
              {"square_ctr": (2389, 1460),
               "grating_edge": [(1770, 2174), (2123, 2174), (2506, 2174), (2803, 2171), (3089, 1914),
                                (3086, 1510), (3086, 1035), (2837, 755), (2482, 755), (2154, 755),
                                (1788, 756), (1672, 817), (1668, 1381), (1668, 1822)],
               "white_edge": [(1607, 2526), (2232, 2523), (2977, 2519), (3432, 2095), (3435, 1429),
                              (3425, 701), (3275, 417), (2468, 407), (1620, 407), (1323, 783),
                              (1316, 1477), (1312, 2222)],
               "black_edge": [(3788, 2492), (3777, 1648), (3777, 786), (3490, 72), (1962, 55),
                              (1172, 65), (978, 694), (967, 1661), (974, 2489)],
               "image_size": (2868, 4310)},
              "capt0030":
              {"square_ctr": (2389, 1460),
               "grating_edge": [(1770, 2174), (2123, 2174), (2506, 2174), (2803, 2171), (3089, 1914),
                                (3086, 1510), (3086, 1035), (2837, 755), (2482, 755), (2154, 755),
                                (1788, 756), (1672, 817), (1668, 1381), (1668, 1822)],
               "white_edge": [(1607, 2526), (2232, 2523), (2977, 2519), (3432, 2095), (3435, 1429),
                              (3425, 701), (3275, 417), (2468, 407), (1620, 407), (1323, 783),
                              (1316, 1477), (1312, 2222)],
               "black_edge": [(3788, 2492), (3777, 1648), (3777, 786), (3490, 72), (1962, 55),
                              (1172, 65), (978, 694), (967, 1661), (974, 2489)],
               "image_size": (2868, 4310)},
              "capt0032":
              {"square_ctr": (2389, 1460),
               "grating_edge": [(1770, 2174), (2123, 2174), (2506, 2174), (2803, 2171), (3089, 1914),
                                (3086, 1510), (3086, 1035), (2837, 755), (2482, 755), (2154, 755),
                                (1788, 756), (1672, 817), (1668, 1381), (1668, 1822)],
               "white_edge": [(1607, 2526), (2232, 2523), (2977, 2519), (3432, 2095), (3435, 1429),
                              (3425, 701), (3275, 417), (2468, 407), (1620, 407), (1323, 783),
                              (1316, 1477), (1312, 2222)],
               "black_edge": [(3788, 2492), (3777, 1648), (3777, 786), (3490, 72), (1962, 55),
                              (1172, 65), (978, 694), (967, 1661), (974, 2489)],
               "image_size": (2868, 4310)},
              "capt0033":
              {"square_ctr": (2389, 1460),
               "grating_edge": [(1770, 2174), (2123, 2174), (2506, 2174), (2803, 2171), (3089, 1914),
                                (3086, 1510), (3086, 1035), (2837, 755), (2482, 755), (2154, 755),
                                (1788, 756), (1672, 817), (1668, 1381), (1668, 1822)],
               "white_edge": [(1607, 2526), (2232, 2523), (2977, 2519), (3432, 2095), (3435, 1429),
                              (3425, 701), (3275, 417), (2468, 407), (1620, 407), (1323, 783),
                              (1316, 1477), (1312, 2222)],
               "black_edge": [(3788, 2492), (3777, 1648), (3777, 786), (3490, 72), (1962, 55),
                              (1172, 65), (978, 694), (967, 1661), (974, 2489)],
               "image_size": (2868, 4310)},
              "capt0034":
              {"square_ctr": (2389, 1460),
               "grating_edge": [(1770, 2174), (2123, 2174), (2506, 2174), (2803, 2171), (3089, 1914),
                                (3086, 1510), (3086, 1035), (2837, 755), (2482, 755), (2154, 755),
                                (1788, 756), (1672, 817), (1668, 1381), (1668, 1822)],
               "white_edge": [(1607, 2526), (2232, 2523), (2977, 2519), (3432, 2095), (3435, 1429),
                              (3425, 701), (3275, 417), (2468, 407), (1620, 407), (1323, 783),
                              (1316, 1477), (1312, 2222)],
               "black_edge": [(3788, 2492), (3777, 1648), (3777, 786), (3490, 72), (1962, 55),
                              (1172, 65), (978, 694), (967, 1661), (974, 2489)],
               "image_size": (2868, 4310)},
              "capt0035":
              {"square_ctr": (2389, 1460),
               "grating_edge": [(1770, 2174), (2123, 2174), (2506, 2174), (2803, 2171), (3089, 1914),
                                (3086, 1510), (3086, 1035), (2837, 755), (2482, 755), (2154, 755),
                                (1788, 756), (1672, 817), (1668, 1381), (1668, 1822)],
               "white_edge": [(1607, 2526), (2232, 2523), (2977, 2519), (3432, 2095), (3435, 1429),
                              (3425, 701), (3275, 417), (2468, 407), (1620, 407), (1323, 783),
                              (1316, 1477), (1312, 2222)],
               "black_edge": [(3788, 2492), (3777, 1648), (3777, 786), (3490, 72), (1962, 55),
                              (1172, 65), (978, 694), (967, 1661), (974, 2489)],
               "image_size": (2868, 4310)},
              # these pictures doesn't capture the edge of the black border
              "capt0042":
              {"square_ctr": (2383, 1445),
               "grating_edge": [(1460, 2702), (2340, 2702), (3186, 2693), (3563, 2388), (3558, 1624),
                                (3568, 774), (3374, 295), (2461, 285), (1634, 280), (1160, 609),
                                (1155, 1257), (1151, 2084)],
               "white_edge": [(541, 2678), (541, 1615), (551, 348), (4172, 2586), (4172, 1605),
                              (4176, 271)],
               "black_edge": [],
               "image_size": (2868, 4310)},
              "capt0043":
              {"square_ctr": (2383, 1445),
               "grating_edge": [(1460, 2702), (2340, 2702), (3186, 2693), (3563, 2388), (3558, 1624),
                                (3568, 774), (3374, 295), (2461, 285), (1634, 280), (1160, 609),
                                (1155, 1257), (1151, 2084)],
               "white_edge": [(541, 2678), (541, 1615), (551, 348), (4172, 2586), (4172, 1605),
                              (4176, 271)],
               "black_edge": [],
               "image_size": (2868, 4310)},
              "capt0044":
              {"square_ctr": (2383, 1445),
               "grating_edge": [(1460, 2702), (2340, 2702), (3186, 2693), (3563, 2388), (3558, 1624),
                                (3568, 774), (3374, 295), (2461, 285), (1634, 280), (1160, 609),
                                (1155, 1257), (1151, 2084)],
               "white_edge": [(541, 2678), (541, 1615), (551, 348), (4172, 2586), (4172, 1605),
                              (4176, 271)],
               "black_edge": [],
               "image_size": (2868, 4310)},
              "capt0045":
              {"square_ctr": (2383, 1445),
               "grating_edge": [(1460, 2702), (2340, 2702), (3186, 2693), (3563, 2388), (3558, 1624),
                                (3568, 774), (3374, 295), (2461, 285), (1634, 280), (1160, 609),
                                (1155, 1257), (1151, 2084)],
               "white_edge": [(541, 2678), (541, 1615), (551, 348), (4172, 2586), (4172, 1605),
                              (4176, 271)],
               "black_edge": [],
               "image_size": (2868, 4310)},
              }
  