Create set of random JPGs
If you do not care about the content of a file, you can create valid JPEG using Pillow (PIL.Image.new
[0]) this way:
from PIL import Image
width = height = 128
valid_solid_color_jpeg = Image.new(mode='RGB', size=(width, height), color='red')
valid_solid_color_jpeg.save('red_image.jpg')
[0] https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.new
// EDIT: I thought OP wants to generate valid images and does not care about their content (that's why I suggested solid-color images). Here's a function that generates valid images with random pixels and as a bonus writes random string to the generated image. The only dependency is Pillow, everything else is pure Python.
import random
import uuid
from PIL import Image, ImageDraw
def generate_random_image(width=128, height=128):
rand_pixels = [random.randint(0, 255) for _ in range(width * height * 3)]
rand_pixels_as_bytes = bytes(rand_pixels)
text_and_filename = str(uuid.uuid4())
random_image = Image.frombytes('RGB', (width, height), rand_pixels_as_bytes)
draw_image = ImageDraw.Draw(random_image)
draw_image.text(xy=(0, 0), text=text_and_filename, fill=(255, 255, 255))
random_image.save("{file_name}.jpg".format(file_name=text_and_filename))
# Generate 42 random images:
for _ in range(42):
generate_random_image()
If the images can be only random noise, so you could generate an array using numpy.random
and save them using PIL's Image.save
.
This example might be expanded, including ways to avoid a (very unlikely) repetition of patterns:
import numpy
from PIL import Image
for n in range(10):
a = numpy.random.rand(30,30,3) * 255
im_out = Image.fromarray(a.astype('uint8')).convert('RGB')
im_out.save('out%000d.jpg' % n)
These conditions must be met in order to get jpeg images:
- The array needs to be shaped (m, n, 3) - three colors, R G and B;
- Each element (each color of each pixel) has to be a byte integer (uint, or unsigned integer with 8 bits), ranging from 0 to 255.
Additionaly, some other way besides pure randomness might be used in order to generate the images in case you don't want pure noise.