tcc/FlaskAPI/services/image.py

58 lines
1.8 KiB
Python
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from wand.image import Image
def box_blur_image_separable(image, blurred_image, radius_x, radius_y):
pixels = image.get_pixels()
blurred_pixels = blurred_image.get_pixels()
for pixel in pixels:
x, y = pixel[0], pixel[1]
r_total, g_total, b_total = 0, 0, 0
pixel_count = 0
for offset_y in range(-radius_y, radius_y + 1):
for offset_x in range(-radius_x, radius_x + 1):
new_x = x + offset_x
new_y = y + offset_y
if 0 <= new_x < image.width and 0 <= new_y < image.height:
pixel_color = pixels[new_y * image.width + new_x]
r_total += pixel_color.red
g_total += pixel_color.green
b_total += pixel_color.blue
pixel_count += 1
blurred_pixel = blurred_pixels[y * image.width + x]
blurred_pixel.red = int(r_total / pixel_count)
blurred_pixel.green = int(g_total / pixel_count)
blurred_pixel.blue = int(b_total / pixel_count)
return blurred_image
class ImageService:
def __init__(self):
pass
def box_blur_image(self, image, radius):
temp_path = 'temp_image.png'
image.save(temp_path)
with Image(filename=temp_path) as img:
img.blur(radius, 2) # Apply blur directly to the image object
blurred_temp_path = 'blurred_temp_image.png'
img.save(filename=blurred_temp_path) # Save the modified image
return blurred_temp_path
def save_image(self, file_stream):
with open("image.png", "wb") as file:
file.write(file_stream.read())
file.close()
def get_simple_image(self):
return Image(filename='path_to_simple_image.png')
def get_big_image(self):
return Image(filename='path_to_big_image.png')