什么是替代灰度值的替代方法?

问题描述

我正在尝试制作一个机器人来读取 2048 游戏中的数据,并决定最佳动作。我已经为每个数字预设了灰度值。但不幸的是,空槽的灰度值和数字 512 是一样的。是否有任何简单的替代方法可以解决此问题?

The screenshot of the number 512

The screenshot of the empty slot

这是相关的代码:

class Values:
    empty = 195
    two = 230
    four = 225
    eight = 190
    sixteen = 172
    threeTwo = 154
    sixFour = 136
    oneTwoEight = 204
    twoFiveSix = 200
    fiveOneTwo = 195
    oneZeroTwoFour = 193
    twoZeroFourEight = 189

valueArray = [empty,two,four,eight,sixteen,threeTwo,sixFour,oneTwoEight,twoFiveSix,fiveOneTwo,oneZeroTwoFour,twoZeroFourEight]

screenImage = ImageGrab.grab()
grayScreenImage = ImageOps.grayscale(screenImage)
for index,cord in enumerate(Coordinates.coordinateArray):
    pixel = grayScreenImage.getpixel(cord)
    try:
        position = Values.valueArray.index(pixel)
        
    except:
        position = 0

    if position == 0:
        currentGrid[index] = 0
    else:
        currentGrid[index] = 2 ** position

解决方法

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