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szuru-eink-bot/epd/image_processor.py
2025-07-20 17:03:50 +00:00

121 lines
3.9 KiB
Python

from PIL import Image
def getErr(r, g, b, stdCol):
r -= stdCol[0]
g -= stdCol[1]
b -= stdCol[2]
return r * r + g * g + b * b
def getNear(r, g, b, curPal):
ind = 0
err = getErr(r, g, b, curPal[0])
for i in range(1, len(curPal)):
cur = getErr(r, g, b, curPal[i])
if cur < err:
err = cur
ind = i
return ind
def addVal(c, r, g, b, k):
return [c[0] + (r * k) / 32, c[1] + (g * k) / 32, c[2] + (b * k) / 32]
def procImg(img, dW, dH, dX, dY, palInd, isLvl, isRed, palArr):
if isRed and ((palInd & 1) == 0):
raise ValueError("This white-black display")
if not isRed:
palInd = palInd & 0xFE
curPal = palArr[palInd]
sW = img.width
sH = img.height
pDst = Image.new("RGB", (dW, dH))
pixels = pDst.load()
if isLvl:
# Level-based processing
for j in range(dH):
y = dY + j
for i in range(dW):
x = dX + i
if 0 <= x < sW and 0 <= y < sH:
r, g, b = img.getpixel((x, y))
color_index = getNear(r, g, b, curPal)
pixels[i, j] = tuple(curPal[color_index])
else:
pixels[i, j] = tuple(
curPal[(i + j) % 2]
) # checkerboard for out of bounds
else:
# Dithering
errArr = [[[0, 0, 0] for _ in range(dW)] for _ in range(2)]
aInd = 0
bInd = 1
for j in range(dH):
y = dY + j
aInd, bInd = bInd, aInd # swap buffers
for i in range(dW):
errArr[bInd][i] = [0, 0, 0]
for i in range(dW):
x = dX + i
if 0 <= x < sW and 0 <= y < sH:
old = errArr[aInd][i]
r_orig, g_orig, b_orig = img.getpixel((x, y))
r = r_orig + old[0]
g = g_orig + old[1]
b = b_orig + old[2]
color_index = getNear(r, g, b, curPal)
colVal = curPal[color_index]
pixels[i, j] = tuple(colVal)
r_err = r - colVal[0]
g_err = g - colVal[1]
b_err = b - colVal[2]
# Propagate error (Floyd-Steinberg-like)
if i == 0:
errArr[bInd][i] = addVal(
errArr[bInd][i], r_err, g_err, b_err, 7.0
)
if dW > 1:
errArr[bInd][i + 1] = addVal(
errArr[bInd][i + 1], r_err, g_err, b_err, 2.0
)
errArr[aInd][i + 1] = addVal(
errArr[aInd][i + 1], r_err, g_err, b_err, 7.0
)
elif i == dW - 1:
errArr[bInd][i - 1] = addVal(
errArr[bInd][i - 1], r_err, g_err, b_err, 7.0
)
errArr[bInd][i] = addVal(
errArr[bInd][i], r_err, g_err, b_err, 9.0
)
else:
errArr[bInd][i - 1] = addVal(
errArr[bInd][i - 1], r_err, g_err, b_err, 3.0
)
errArr[bInd][i] = addVal(
errArr[bInd][i], r_err, g_err, b_err, 5.0
)
errArr[bInd][i + 1] = addVal(
errArr[bInd][i + 1], r_err, g_err, b_err, 1.0
)
errArr[aInd][i + 1] = addVal(
errArr[aInd][i + 1], r_err, g_err, b_err, 7.0
)
else:
pixels[i, j] = tuple(curPal[(i + j) % 2]) # checkerboard
return pDst