OpenCV reads an image as a 3-channel image while PIL reads the same image as a 1-channel image

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名媛妹妹
名媛妹妹 2021-01-06 09:35

I\'m trying to figure out the NYU-v2 for semantic segmentation dataset in this Repository. I\'m having a hard time trying to understand how the image labels have been stored

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  • 2021-01-06 10:16

    It is stored as a palette (indexed) image. See here. OpenCV doesn't really like palette images and just converts to RGB.

    If I dump it with ImageMagick in Terminal, you can see the palette (under Colormap) and the 7 colours under Histogram:

    identify -verbose YourImage.png
    

    Sample Output

    Image: YourImage.png
      Format: PNG (Portable Network Graphics)
      Mime type: image/png
      Class: PseudoClass
      Geometry: 625x468+0+0
      Units: Undefined
      Colorspace: sRGB
      Type: Palette
      Base type: Undefined
      Endianess: Undefined
      Depth: 8-bit
      Channel depth:
        Red: 8-bit
        Green: 8-bit
        Blue: 8-bit
      Channel statistics:
        Pixels: 292500
        Red:
          min: 0  (0)
          max: 224 (0.878431)
          mean: 64.0019 (0.250988)
          standard deviation: 87.3558 (0.342572)
          kurtosis: -1.23408
          skewness: 0.749894
          entropy: 0.746999
        Green:
          min: 0  (0)
          max: 224 (0.878431)
          mean: 37.0024 (0.145107)
          standard deviation: 68.3573 (0.268068)
          kurtosis: 1.38689
          skewness: 1.64292
          entropy: 0.594363
        Blue:
          min: 0  (0)
          max: 192 (0.752941)
          mean: 61.0934 (0.239582)
          standard deviation: 80.7328 (0.316599)
          kurtosis: -1.34383
          skewness: 0.676587
          entropy: 0.842137
      Image statistics:
        Overall:
          min: 0  (0)
          max: 224 (0.878431)
          mean: 54.0326 (0.211892)
          standard deviation: 78.8153 (0.30908)
          kurtosis: -0.752325
          skewness: 0.974955
          entropy: 0.727833
      Colors: 7
      Histogram:
        163911: (  0,  0,  0) #000000 black
         16626: (  0,  0,128) #000080 navy
          5261: (  0,128,  0) #008000 green
         37681: (128,128,192) #8080C0 srgb(128,128,192)
         36210: (192,  0,128) #C00080 srgb(192,0,128)
         12644: (192, 64,  0) #C04000 srgb(192,64,0)
         20167: (224,224,192) #E0E0C0 srgb(224,224,192)
      Colormap entries: 256
      Colormap:
             0: (  0,  0,  0,255) #000000FF black
             1: (128,  0,  0,255) #800000FF maroon
             2: (  0,128,  0,255) #008000FF green
             3: (128,128,  0,255) #808000FF olive
             4: (  0,  0,128,255) #000080FF navy
             5: (128,  0,128,255) #800080FF purple
             6: (  0,128,128,255) #008080FF teal
             7: (128,128,128,255) #808080FF fractal
             8: ( 64,  0,  0,255) #400000FF srgba(64,0,0,1)
             9: (192,  0,  0,255) #C00000FF srgba(192,0,0,1)
            10: ( 64,128,  0,255) #408000FF srgba(64,128,0,1)
            11: (192,128,  0,255) #C08000FF srgba(192,128,0,1)
            12: ( 64,  0,128,255) #400080FF srgba(64,0,128,1)
            13: (192,  0,128,255) #C00080FF srgba(192,0,128,1)
            14: ( 64,128,128,255) #408080FF srgba(64,128,128,1)
            15: (192,128,128,255) #C08080FF srgba(192,128,128,1)
            16: (  0, 64,  0,255) #004000FF srgba(0,64,0,1)
            17: (128, 64,  0,255) #804000FF srgba(128,64,0,1)
            18: (  0,192,  0,255) #00C000FF srgba(0,192,0,1)
            19: (128,192,  0,255) #80C000FF srgba(128,192,0,1)
            20: (  0, 64,128,255) #004080FF srgba(0,64,128,1)
            21: (128, 64,128,255) #804080FF srgba(128,64,128,1)
            22: (  0,192,128,255) #00C080FF srgba(0,192,128,1)
            23: (128,192,128,255) #80C080FF srgba(128,192,128,1)
            24: ( 64, 64,  0,255) #404000FF srgba(64,64,0,1)
            25: (192, 64,  0,255) #C04000FF srgba(192,64,0,1)
            26: ( 64,192,  0,255) #40C000FF srgba(64,192,0,1)
            27: (192,192,  0,255) #C0C000FF srgba(192,192,0,1)
            28: ( 64, 64,128,255) #404080FF srgba(64,64,128,1)
            29: (192, 64,128,255) #C04080FF srgba(192,64,128,1)
            30: ( 64,192,128,255) #40C080FF srgba(64,192,128,1)
            31: (192,192,128,255) #C0C080FF srgba(192,192,128,1)
            32: (  0,  0, 64,255) #000040FF srgba(0,0,64,1)
            33: (128,  0, 64,255) #800040FF srgba(128,0,64,1)
            34: (  0,128, 64,255) #008040FF srgba(0,128,64,1)
            35: (128,128, 64,255) #808040FF srgba(128,128,64,1)
            36: (  0,  0,192,255) #0000C0FF srgba(0,0,192,1)
            37: (128,  0,192,255) #8000C0FF srgba(128,0,192,1)
            38: (  0,128,192,255) #0080C0FF srgba(0,128,192,1)
            39: (128,128,192,255) #8080C0FF srgba(128,128,192,1)
            40: ( 64,  0, 64,255) #400040FF srgba(64,0,64,1)
            41: (192,  0, 64,255) #C00040FF srgba(192,0,64,1)
            42: ( 64,128, 64,255) #408040FF srgba(64,128,64,1)
            43: (192,128, 64,255) #C08040FF srgba(192,128,64,1)
            44: ( 64,  0,192,255) #4000C0FF srgba(64,0,192,1)
            45: (192,  0,192,255) #C000C0FF srgba(192,0,192,1)
            46: ( 64,128,192,255) #4080C0FF srgba(64,128,192,1)
            47: (192,128,192,255) #C080C0FF srgba(192,128,192,1)
            48: (  0, 64, 64,255) #004040FF srgba(0,64,64,1)
            49: (128, 64, 64,255) #804040FF srgba(128,64,64,1)
            50: (  0,192, 64,255) #00C040FF srgba(0,192,64,1)
            51: (128,192, 64,255) #80C040FF srgba(128,192,64,1)
            52: (  0, 64,192,255) #0040C0FF srgba(0,64,192,1)
            53: (128, 64,192,255) #8040C0FF srgba(128,64,192,1)
            54: (  0,192,192,255) #00C0C0FF srgba(0,192,192,1)
            55: (128,192,192,255) #80C0C0FF srgba(128,192,192,1)
            56: ( 64, 64, 64,255) #404040FF grey25
            57: (192, 64, 64,255) #C04040FF srgba(192,64,64,1)
            58: ( 64,192, 64,255) #40C040FF srgba(64,192,64,1)
            59: (192,192, 64,255) #C0C040FF srgba(192,192,64,1)
            60: ( 64, 64,192,255) #4040C0FF srgba(64,64,192,1)
            61: (192, 64,192,255) #C040C0FF srgba(192,64,192,1)
            62: ( 64,192,192,255) #40C0C0FF srgba(64,192,192,1)
            63: (192,192,192,255) #C0C0C0FF silver
            64: ( 32,  0,  0,255) #200000FF srgba(32,0,0,1)
            65: (160,  0,  0,255) #A00000FF srgba(160,0,0,1)
            66: ( 32,128,  0,255) #208000FF srgba(32,128,0,1)
            67: (160,128,  0,255) #A08000FF srgba(160,128,0,1)
            68: ( 32,  0,128,255) #200080FF srgba(32,0,128,1)
            69: (160,  0,128,255) #A00080FF srgba(160,0,128,1)
            70: ( 32,128,128,255) #208080FF srgba(32,128,128,1)
            71: (160,128,128,255) #A08080FF srgba(160,128,128,1)
            72: ( 96,  0,  0,255) #600000FF srgba(96,0,0,1)
            73: (224,  0,  0,255) #E00000FF srgba(224,0,0,1)
            74: ( 96,128,  0,255) #608000FF srgba(96,128,0,1)
            75: (224,128,  0,255) #E08000FF srgba(224,128,0,1)
            76: ( 96,  0,128,255) #600080FF srgba(96,0,128,1)
            77: (224,  0,128,255) #E00080FF srgba(224,0,128,1)
            78: ( 96,128,128,255) #608080FF srgba(96,128,128,1)
            79: (224,128,128,255) #E08080FF srgba(224,128,128,1)
            80: ( 32, 64,  0,255) #204000FF srgba(32,64,0,1)
            81: (160, 64,  0,255) #A04000FF srgba(160,64,0,1)
            82: ( 32,192,  0,255) #20C000FF srgba(32,192,0,1)
            83: (160,192,  0,255) #A0C000FF srgba(160,192,0,1)
            84: ( 32, 64,128,255) #204080FF srgba(32,64,128,1)
            85: (160, 64,128,255) #A04080FF srgba(160,64,128,1)
            86: ( 32,192,128,255) #20C080FF srgba(32,192,128,1)
            87: (160,192,128,255) #A0C080FF srgba(160,192,128,1)
            88: ( 96, 64,  0,255) #604000FF srgba(96,64,0,1)
            89: (224, 64,  0,255) #E04000FF srgba(224,64,0,1)
            90: ( 96,192,  0,255) #60C000FF srgba(96,192,0,1)
            91: (224,192,  0,255) #E0C000FF srgba(224,192,0,1)
            92: ( 96, 64,128,255) #604080FF srgba(96,64,128,1)
            93: (224, 64,128,255) #E04080FF srgba(224,64,128,1)
            94: ( 96,192,128,255) #60C080FF srgba(96,192,128,1)
            95: (224,192,128,255) #E0C080FF srgba(224,192,128,1)
            96: ( 32,  0, 64,255) #200040FF srgba(32,0,64,1)
            97: (160,  0, 64,255) #A00040FF srgba(160,0,64,1)
            98: ( 32,128, 64,255) #208040FF srgba(32,128,64,1)
            99: (160,128, 64,255) #A08040FF srgba(160,128,64,1)
           100: ( 32,  0,192,255) #2000C0FF srgba(32,0,192,1)
           101: (160,  0,192,255) #A000C0FF srgba(160,0,192,1)
           102: ( 32,128,192,255) #2080C0FF srgba(32,128,192,1)
           103: (160,128,192,255) #A080C0FF srgba(160,128,192,1)
           104: ( 96,  0, 64,255) #600040FF srgba(96,0,64,1)
           105: (224,  0, 64,255) #E00040FF srgba(224,0,64,1)
           106: ( 96,128, 64,255) #608040FF srgba(96,128,64,1)
           107: (224,128, 64,255) #E08040FF srgba(224,128,64,1)
           108: ( 96,  0,192,255) #6000C0FF srgba(96,0,192,1)
           109: (224,  0,192,255) #E000C0FF srgba(224,0,192,1)
           110: ( 96,128,192,255) #6080C0FF srgba(96,128,192,1)
           111: (224,128,192,255) #E080C0FF srgba(224,128,192,1)
           112: ( 32, 64, 64,255) #204040FF srgba(32,64,64,1)
           113: (160, 64, 64,255) #A04040FF srgba(160,64,64,1)
           114: ( 32,192, 64,255) #20C040FF srgba(32,192,64,1)
           115: (160,192, 64,255) #A0C040FF srgba(160,192,64,1)
           116: ( 32, 64,192,255) #2040C0FF srgba(32,64,192,1)
           117: (160, 64,192,255) #A040C0FF srgba(160,64,192,1)
           118: ( 32,192,192,255) #20C0C0FF srgba(32,192,192,1)
           119: (160,192,192,255) #A0C0C0FF srgba(160,192,192,1)
           120: ( 96, 64, 64,255) #604040FF srgba(96,64,64,1)
           121: (224, 64, 64,255) #E04040FF srgba(224,64,64,1)
           122: ( 96,192, 64,255) #60C040FF srgba(96,192,64,1)
           123: (224,192, 64,255) #E0C040FF srgba(224,192,64,1)
           124: ( 96, 64,192,255) #6040C0FF srgba(96,64,192,1)
           125: (224, 64,192,255) #E040C0FF srgba(224,64,192,1)
           126: ( 96,192,192,255) #60C0C0FF srgba(96,192,192,1)
           127: (224,192,192,255) #E0C0C0FF srgba(224,192,192,1)
           128: (  0, 32,  0,255) #002000FF srgba(0,32,0,1)
           129: (128, 32,  0,255) #802000FF srgba(128,32,0,1)
           130: (  0,160,  0,255) #00A000FF srgba(0,160,0,1)
           131: (128,160,  0,255) #80A000FF srgba(128,160,0,1)
           132: (  0, 32,128,255) #002080FF srgba(0,32,128,1)
           133: (128, 32,128,255) #802080FF srgba(128,32,128,1)
           134: (  0,160,128,255) #00A080FF srgba(0,160,128,1)
           135: (128,160,128,255) #80A080FF srgba(128,160,128,1)
           136: ( 64, 32,  0,255) #402000FF srgba(64,32,0,1)
           137: (192, 32,  0,255) #C02000FF srgba(192,32,0,1)
           138: ( 64,160,  0,255) #40A000FF srgba(64,160,0,1)
           139: (192,160,  0,255) #C0A000FF srgba(192,160,0,1)
           140: ( 64, 32,128,255) #402080FF srgba(64,32,128,1)
           141: (192, 32,128,255) #C02080FF srgba(192,32,128,1)
           142: ( 64,160,128,255) #40A080FF srgba(64,160,128,1)
           143: (192,160,128,255) #C0A080FF srgba(192,160,128,1)
           144: (  0, 96,  0,255) #006000FF srgba(0,96,0,1)
           145: (128, 96,  0,255) #806000FF srgba(128,96,0,1)
           146: (  0,224,  0,255) #00E000FF srgba(0,224,0,1)
           147: (128,224,  0,255) #80E000FF srgba(128,224,0,1)
           148: (  0, 96,128,255) #006080FF srgba(0,96,128,1)
           149: (128, 96,128,255) #806080FF srgba(128,96,128,1)
           150: (  0,224,128,255) #00E080FF srgba(0,224,128,1)
           151: (128,224,128,255) #80E080FF srgba(128,224,128,1)
           152: ( 64, 96,  0,255) #406000FF srgba(64,96,0,1)
           153: (192, 96,  0,255) #C06000FF srgba(192,96,0,1)
           154: ( 64,224,  0,255) #40E000FF srgba(64,224,0,1)
           155: (192,224,  0,255) #C0E000FF srgba(192,224,0,1)
           156: ( 64, 96,128,255) #406080FF srgba(64,96,128,1)
           157: (192, 96,128,255) #C06080FF srgba(192,96,128,1)
           158: ( 64,224,128,255) #40E080FF srgba(64,224,128,1)
           159: (192,224,128,255) #C0E080FF srgba(192,224,128,1)
           160: (  0, 32, 64,255) #002040FF srgba(0,32,64,1)
           161: (128, 32, 64,255) #802040FF srgba(128,32,64,1)
           162: (  0,160, 64,255) #00A040FF srgba(0,160,64,1)
           163: (128,160, 64,255) #80A040FF srgba(128,160,64,1)
           164: (  0, 32,192,255) #0020C0FF srgba(0,32,192,1)
           165: (128, 32,192,255) #8020C0FF srgba(128,32,192,1)
           166: (  0,160,192,255) #00A0C0FF srgba(0,160,192,1)
           167: (128,160,192,255) #80A0C0FF srgba(128,160,192,1)
           168: ( 64, 32, 64,255) #402040FF srgba(64,32,64,1)
           169: (192, 32, 64,255) #C02040FF srgba(192,32,64,1)
           170: ( 64,160, 64,255) #40A040FF srgba(64,160,64,1)
           171: (192,160, 64,255) #C0A040FF srgba(192,160,64,1)
           172: ( 64, 32,192,255) #4020C0FF srgba(64,32,192,1)
           173: (192, 32,192,255) #C020C0FF srgba(192,32,192,1)
           174: ( 64,160,192,255) #40A0C0FF srgba(64,160,192,1)
           175: (192,160,192,255) #C0A0C0FF srgba(192,160,192,1)
           176: (  0, 96, 64,255) #006040FF srgba(0,96,64,1)
           177: (128, 96, 64,255) #806040FF srgba(128,96,64,1)
           178: (  0,224, 64,255) #00E040FF srgba(0,224,64,1)
           179: (128,224, 64,255) #80E040FF srgba(128,224,64,1)
           180: (  0, 96,192,255) #0060C0FF srgba(0,96,192,1)
           181: (128, 96,192,255) #8060C0FF srgba(128,96,192,1)
           182: (  0,224,192,255) #00E0C0FF srgba(0,224,192,1)
           183: (128,224,192,255) #80E0C0FF srgba(128,224,192,1)
           184: ( 64, 96, 64,255) #406040FF srgba(64,96,64,1)
           185: (192, 96, 64,255) #C06040FF srgba(192,96,64,1)
           186: ( 64,224, 64,255) #40E040FF srgba(64,224,64,1)
           187: (192,224, 64,255) #C0E040FF srgba(192,224,64,1)
           188: ( 64, 96,192,255) #4060C0FF srgba(64,96,192,1)
           189: (192, 96,192,255) #C060C0FF srgba(192,96,192,1)
           190: ( 64,224,192,255) #40E0C0FF srgba(64,224,192,1)
           191: (192,224,192,255) #C0E0C0FF srgba(192,224,192,1)
           192: ( 32, 32,  0,255) #202000FF srgba(32,32,0,1)
           193: (160, 32,  0,255) #A02000FF srgba(160,32,0,1)
           194: ( 32,160,  0,255) #20A000FF srgba(32,160,0,1)
           195: (160,160,  0,255) #A0A000FF srgba(160,160,0,1)
           196: ( 32, 32,128,255) #202080FF srgba(32,32,128,1)
           197: (160, 32,128,255) #A02080FF srgba(160,32,128,1)
           198: ( 32,160,128,255) #20A080FF srgba(32,160,128,1)
           199: (160,160,128,255) #A0A080FF srgba(160,160,128,1)
           200: ( 96, 32,  0,255) #602000FF srgba(96,32,0,1)
           201: (224, 32,  0,255) #E02000FF srgba(224,32,0,1)
           202: ( 96,160,  0,255) #60A000FF srgba(96,160,0,1)
           203: (224,160,  0,255) #E0A000FF srgba(224,160,0,1)
           204: ( 96, 32,128,255) #602080FF srgba(96,32,128,1)
           205: (224, 32,128,255) #E02080FF srgba(224,32,128,1)
           206: ( 96,160,128,255) #60A080FF srgba(96,160,128,1)
           207: (224,160,128,255) #E0A080FF srgba(224,160,128,1)
           208: ( 32, 96,  0,255) #206000FF srgba(32,96,0,1)
           209: (160, 96,  0,255) #A06000FF srgba(160,96,0,1)
           210: ( 32,224,  0,255) #20E000FF srgba(32,224,0,1)
           211: (160,224,  0,255) #A0E000FF srgba(160,224,0,1)
           212: ( 32, 96,128,255) #206080FF srgba(32,96,128,1)
           213: (160, 96,128,255) #A06080FF srgba(160,96,128,1)
           214: ( 32,224,128,255) #20E080FF srgba(32,224,128,1)
           215: (160,224,128,255) #A0E080FF srgba(160,224,128,1)
           216: ( 96, 96,  0,255) #606000FF srgba(96,96,0,1)
           217: (224, 96,  0,255) #E06000FF srgba(224,96,0,1)
           218: ( 96,224,  0,255) #60E000FF srgba(96,224,0,1)
           219: (224,224,  0,255) #E0E000FF srgba(224,224,0,1)
           220: ( 96, 96,128,255) #606080FF srgba(96,96,128,1)
           221: (224, 96,128,255) #E06080FF srgba(224,96,128,1)
           222: ( 96,224,128,255) #60E080FF srgba(96,224,128,1)
           223: (224,224,128,255) #E0E080FF srgba(224,224,128,1)
           224: ( 32, 32, 64,255) #202040FF srgba(32,32,64,1)
           225: (160, 32, 64,255) #A02040FF srgba(160,32,64,1)
           226: ( 32,160, 64,255) #20A040FF srgba(32,160,64,1)
           227: (160,160, 64,255) #A0A040FF srgba(160,160,64,1)
           228: ( 32, 32,192,255) #2020C0FF srgba(32,32,192,1)
           229: (160, 32,192,255) #A020C0FF srgba(160,32,192,1)
           230: ( 32,160,192,255) #20A0C0FF srgba(32,160,192,1)
           231: (160,160,192,255) #A0A0C0FF srgba(160,160,192,1)
           232: ( 96, 32, 64,255) #602040FF srgba(96,32,64,1)
           233: (224, 32, 64,255) #E02040FF srgba(224,32,64,1)
           234: ( 96,160, 64,255) #60A040FF srgba(96,160,64,1)
           235: (224,160, 64,255) #E0A040FF srgba(224,160,64,1)
           236: ( 96, 32,192,255) #6020C0FF srgba(96,32,192,1)
           237: (224, 32,192,255) #E020C0FF srgba(224,32,192,1)
           238: ( 96,160,192,255) #60A0C0FF srgba(96,160,192,1)
           239: (224,160,192,255) #E0A0C0FF srgba(224,160,192,1)
           240: ( 32, 96, 64,255) #206040FF srgba(32,96,64,1)
           241: (160, 96, 64,255) #A06040FF srgba(160,96,64,1)
           242: ( 32,224, 64,255) #20E040FF srgba(32,224,64,1)
           243: (160,224, 64,255) #A0E040FF srgba(160,224,64,1)
           244: ( 32, 96,192,255) #2060C0FF srgba(32,96,192,1)
           245: (160, 96,192,255) #A060C0FF srgba(160,96,192,1)
           246: ( 32,224,192,255) #20E0C0FF srgba(32,224,192,1)
           247: (160,224,192,255) #A0E0C0FF srgba(160,224,192,1)
           248: ( 96, 96, 64,255) #606040FF srgba(96,96,64,1)
           249: (224, 96, 64,255) #E06040FF srgba(224,96,64,1)
           250: ( 96,224, 64,255) #60E040FF srgba(96,224,64,1)
           251: (224,224, 64,255) #E0E040FF srgba(224,224,64,1)
           252: ( 96, 96,192,255) #6060C0FF srgba(96,96,192,1)
           253: (224, 96,192,255) #E060C0FF srgba(224,96,192,1)
           254: ( 96,224,192,255) #60E0C0FF srgba(96,224,192,1)
           255: (224,224,192,255) #E0E0C0FF srgba(224,224,192,1)
      Rendering intent: Perceptual
      Gamma: 0.454545
      Chromaticity:
        red primary: (0.64,0.33)
        green primary: (0.3,0.6)
        blue primary: (0.15,0.06)
        white point: (0.3127,0.329)
      Matte color: grey74
      Background color: white
      Border color: srgb(223,223,223)
      Transparent color: none
      Interlace: None
      Intensity: Undefined
      Compose: Over
      Page geometry: 625x468+0+0
      Dispose: Undefined
      Iterations: 0
      Compression: Zip
      Orientation: Undefined
      Properties:
        date:create: 2020-01-21T11:05:35+00:00
        date:modify: 2020-01-21T11:05:35+00:00
        png:IHDR.bit-depth-orig: 8
        png:IHDR.bit_depth: 8
        png:IHDR.color-type-orig: 3
        png:IHDR.color_type: 3 (Indexed)
        png:IHDR.interlace_method: 0 (Not interlaced)
        png:IHDR.width,height: 625, 468
        png:PLTE.number_colors: 256
        png:sRGB: intent=0 (Perceptual Intent)
        signature: 12c7d4ffffd28f23d431ea875c618757f305577bf8aec476ec418728c161d3de8e
      Artifacts:
        verbose: true
      Tainted: False
      Filesize: 6497B
      Number pixels: 292500
      Pixels per second: 54.4078MP
      User time: 0.000u
      Elapsed time: 0:01.005
      Version: ImageMagick 7.0.9-6 Q16 x86_64 2019-11-27 https://imagemagick.org
    

    If ImageMagick is too big a dependency for you, you can also use the much smaller pngcheck like this:

    pngcheck -vp YourImage.png
    

    Sample Output

    File: YourImage.png (6497 bytes)
      chunk IHDR at offset 0x0000c, length 13
        625 x 468 image, 8-bit palette, non-interlaced
      chunk PLTE at offset 0x00025, length 768: 256 palette entries
          0:  (  0,  0,  0) = (0x00,0x00,0x00)
          1:  (128,  0,  0) = (0x80,0x00,0x00)
          2:  (  0,128,  0) = (0x00,0x80,0x00)
          3:  (128,128,  0) = (0x80,0x80,0x00)
          4:  (  0,  0,128) = (0x00,0x00,0x80)
          5:  (128,  0,128) = (0x80,0x00,0x80)
          6:  (  0,128,128) = (0x00,0x80,0x80)
          7:  (128,128,128) = (0x80,0x80,0x80)
          8:  ( 64,  0,  0) = (0x40,0x00,0x00)
          9:  (192,  0,  0) = (0xc0,0x00,0x00)
         10:  ( 64,128,  0) = (0x40,0x80,0x00)
         11:  (192,128,  0) = (0xc0,0x80,0x00)
         12:  ( 64,  0,128) = (0x40,0x00,0x80)
         13:  (192,  0,128) = (0xc0,0x00,0x80)
         14:  ( 64,128,128) = (0x40,0x80,0x80)
         15:  (192,128,128) = (0xc0,0x80,0x80)
         16:  (  0, 64,  0) = (0x00,0x40,0x00)
         17:  (128, 64,  0) = (0x80,0x40,0x00)
         18:  (  0,192,  0) = (0x00,0xc0,0x00)
         19:  (128,192,  0) = (0x80,0xc0,0x00)
         20:  (  0, 64,128) = (0x00,0x40,0x80)
         21:  (128, 64,128) = (0x80,0x40,0x80)
         22:  (  0,192,128) = (0x00,0xc0,0x80)
         23:  (128,192,128) = (0x80,0xc0,0x80)
         24:  ( 64, 64,  0) = (0x40,0x40,0x00)
         25:  (192, 64,  0) = (0xc0,0x40,0x00)
        ...
        ...
        251:  (224,224, 64) = (0xe0,0xe0,0x40)
        252:  ( 96, 96,192) = (0x60,0x60,0xc0)
        253:  (224, 96,192) = (0xe0,0x60,0xc0)
        254:  ( 96,224,192) = (0x60,0xe0,0xc0)
        255:  (224,224,192) = (0xe0,0xe0,0xc0)
      chunk IDAT at offset 0x00331, length 5660
        zlib: deflated, 32K window, default compression
      chunk IEND at offset 0x01959, length 0
    No errors detected in p.png (4 chunks, 97.8% compression).
    

    I see you want to write your results out with the same palette as you started with. I don't believe OpenCV can do that, but you could write your results as a normal, unpalettised PNG with OpenCV and then remap that to your original palette with ImageMagick in Terminal.

    So, we can make a 7x1 pixel image of the colours in your palette like this:

    magick -size 1x1 xc:black xc:navy xc:green xc:'#8080C0' xc:'#C00080' xc:'#C04000' xc:'#E0E0C0' +append palette.png
    

    That looks like this when enlarged:

    You can now make any results images you like with OpenCV, but convert (i.e. "remap") them to that original palette like this:

    magick OpenCVresult.png +dither -remap palette.png result.png
    

    If your ImageMagick is v6, use convert in place of magick.

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