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May 31, 2021 19:56
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Save FlamptX/7778d936b9d055ee9919bebd9ecd5fbc to your computer and use it in GitHub Desktop.
Get the most dominant color in the member's profile picture and set it as the embed color so it fits with the image.
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from discord.ext import commands | |
import binascii | |
from PIL import Image | |
from io import BytesIO | |
import numpy as np | |
import scipy.cluster | |
bot = commands.Bot(command_prefix="!") | |
@bot.command() | |
async def test(ctx): | |
NUM_CLUSTERS = 5 | |
data = await ctx.author.avatar_url_as().read() | |
stream = BytesIO(data) | |
im = Image.open(stream) | |
ar = np.asarray(im) | |
shape = ar.shape | |
ar = ar.reshape(scipy.product(shape[:2]), shape[2]).astype(float) | |
codes, dist = scipy.cluster.vq.kmeans(ar, NUM_CLUSTERS) | |
vecs, dist = scipy.cluster.vq.vq(ar, codes) # assign codes | |
counts, bins = scipy.histogram(vecs, len(codes)) # count occurrences | |
index_max = scipy.argmax(counts) # find most frequent | |
peak = codes[index_max] | |
colour = binascii.hexlify(bytearray(int(c) for c in peak)).decode('ascii') | |
embed = discord.Embed(title=ctx.author.name, description="Info here probably", color=int(colour, 16)) | |
embed.set_thumbnail(url=ctx.author.avatar_url) | |
await ctx.send(embed=embed) | |
bot.run("TOKEN duh") |
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