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UNI_Python
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06/01/2023

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Jan-Niclas Loosen 8 months ago
parent 49f63e7dad
commit ec66e7d14c
5 changed files with 124 additions and 18 deletions
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4
.idea/UNI_Python.iml
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98
ha_08/loosen_janniclas_1540907_09.py
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import requests
from PIL import Image
import numpy as np
from io import BytesIO
from matplotlib import pyplot as plt
import plotly.graph_objects as go
def apply_convolution_operator(operator, image):
if isinstance(image, str):
image = Image.open(image)
if isinstance(image, Image.Image):
x_pixel, y_pixel = image.size
# turn into editable list of colors
data = np.asarray(image, dtype=np.uint8)
# storage for the convoluted image
data_new = np.zeros([y_pixel, x_pixel, 3], dtype=np.uint8)
for i in range(1, y_pixel - 1):
for j in range(1, x_pixel - 1):
for k in range(3):
new_value = (
operator[0, 0] * data[i - 1, j - 1, k] +
operator[0, 1] * data[i - 1, j, k] +
operator[0, 2] * data[i - 1, j + 1, k] +
operator[1, 0] * data[i, j - 1, k] +
operator[1, 1] * data[i, j, k] +
operator[1, 2] * data[i, j + 1, k] +
operator[2, 0] * data[i + 1, j - 1, k] +
operator[2, 1] * data[i + 1, j, k] +
operator[2, 2] * data[i + 1, j + 1, k]
)
new_value = max(0, min(new_value, 255))
data_new[i, j, k] = new_value
return Image.fromarray(data_new)
else:
raise TypeError("Not a valid instance of Image.Image")
g1 = np.array([
[0, 1, 0],
[0, 0, 0],
[0, -1, 0]
])
g2 = np.array([
[1, 0, 0],
[0, 0, 0],
[0, 0, -1]
])
g3 = np.array([
[0, 0, 0],
[1, 0, -1],
[0, 0, 0]
])
g4 = np.array([
[0, 0, 1],
[0, 0, 0],
[-1, 0, 0]
])
identity = np.array([
[0, 0, 0],
[0, 1, 0],
[0, 0, 0]
])
laplace = np.array([
[0, 1, 0],
[1, -4, 1],
[0, 1, 0]
])
"""
url = "https://cdn.prod.www.spiegel.de/images/9f9be1b3-ac0e-49f9-acbd-a809a102f9b6_w960_r1.778_fpx39_fpy30.jpg"
response = requests.get(url)
if response.status_code == 200:
# image = Image.open(BytesIO(response.content))
image = Image.open("next_generation.jpg")
operators = [laplace]
edited_image = image
for operator in operators:
edited_image = apply_convolution_operator(operator, edited_image)
edited_image = edited_image.convert("RGB") # Convert to RGB mode
edited_image.show()
edited_image.save("edited.jpg")
else:
print(f"Failed to download image. Status code: {response.status_code}")
"""
class Simulation:

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