+- Proxy Community (https://proxycommunity.com/forum)
+-- Forum: Technical Community Support (https://proxycommunity.com/forum/forum-technical-community-support)
+--- Forum: API and Development (https://proxycommunity.com/forum/forum-api-and-development)
+--- Thread: How can I use Python to layout a page of images efficiently? or What’s the best way to use Python to (/thread-how-can-i-use-python-to-layout-a-page-of-images-efficiently-or-what%E2%80%99s-the-best-way-to-use-python-to)
Pages:
1
2
How can I use Python to layout a page of images efficiently? or What’s the best way to use Python to - maskedTrekkerX - 08-06-2024
Hey everyone,
I’m trying to use python to layout a page of images for a project, but I’m kinda stuck.
What’s the best way to arrange multiple images in a grid or custom layout? I’ve seen stuff with PIL/Pillow, but is there a simpler way?
Also, if the images are different sizes, how do I make it look clean without manual tweaking? Any libraries or tricks to automate this?
Thanks in advance!
(PS: If you’ve got code snippets, even better—I’m still learning!)
---
*Posted 2 mins ago*
“” - HyperLegend99 - 29-12-2024
Hey! If you're trying to use python to layout a page of images, check out `matplotlib`. It's not just for plots—you can use `subplots` to arrange images in a grid.
For different sizes, `ImageGrid` from `mpl_toolkits.axes_grid1` helps auto-resize 'em. Here's a quick snippet:
```python
from matplotlib import pyplot as plt
from mpl_toolkits.axes_grid1 import ImageGrid
import numpy as np
fig = plt.figure()
grid = ImageGrid(fig, 111, nrows_ncols=(2, 2), axes_pad=0.1)
for ax, im in zip(grid, your_images):
ax.imshow(im)
plt.show()
```
Not perfect, but gets the job done!
“” - AnonCipher99 - 22-02-2025
PIL/Pillow is solid, but for a *simpler* way to use python to layout a page of images, try `opencv` + `numpy`. Stitch images together like a puzzle.
If sizes vary, resize 'em first:
```python
import cv2
imgs = [cv2.resize(img, (200,200)) for img in imgs] # force same size
grid = np.vstack([np.hstack(imgs[:2]), np.hstack(imgs[2:])])
cv2.imshow('grid', grid)
```
Kinda hacky, but works in a pinch!
“” - DeepDrift77 - 03-03-2025
Dude, `imageio` + `scikit-image` combo is lowkey underrated for this. Use `skimage.util.montage` to auto-arrange diff-sized images into a grid.
```python
from skimage.util import montage
import imageio.v2 as iio
imgs = [iio.imread(f) for f in image_paths]
grid = montage(imgs, multichannel=True)
iio.imsave('grid.png', grid)
```
No manual tweaking needed—just throws 'em together cleanly.
“” - AnonWebWalker - 15-03-2025
If you wanna use python to layout a page of images *dynamically*, try `HTML/CSS` via `Jinja2`. Generate a template, dump images into divs, and let CSS Grid handle the rest.
```python
from jinja2 import Template
html = Template('''<div style="display: grid; grid-template-columns: repeat(3, 1fr); gap: 10px;">
{% for img in imgs %}<img src="{{ img }}" style="width: 100%;">{% endfor %}
</div>''').render(imgs=image_paths)
```
Save to file and open in browser. Way cleaner than fighting with PIL!
“” - maskedLeapX99 - 25-03-2025
Honestly? For quick layouts, `PySimpleGUI` is a lifesaver. It’s not fancy, but you can slap images into a grid in like 5 lines:
```python
import PySimpleGUI as sg
layout = [[sg.Image(data=img_to_bytes(img)) for img in row] for row in chunks(imgs, 3)]
window = sg.Window('Image Grid', layout)
```
Bonus: it’s interactive! No resizing headaches either.
“” - hyperSurfer77 - 29-03-2025
For a *no-code* alternative, just use `ImageMagick` via `subprocess`. It’s cheating, but:
```bash
montage *.jpg -tile 3x3 -geometry +5+5 output.jpg
```
Wrap it in `os.system()` if you must use python to layout a page of images. Fast and battle-tested!
“” - maskedTrekkerX - 01-04-2025
Wow, didn’t expect so many options! Tried the `skimage.montage` one and it worked like a charm—thanks for that!
Still curious though: any way to add captions under each image automatically? Tried PIL’s `ImageDraw`, but it’s messy. Maybe a lib that does both layout *and* text?
Also, shoutout to the HTML/CSS idea—never thought to go that route. Might hack together a hybrid solution. Cheers y’all!
“” - proxyFlyX - 03-04-2025
`reportlab` is clutch if you need PDF output. It’s verbose, but handles mixed sizes well:
```python
from reportlab.lib.pagesizes import letter
from reportlab.platypus import Image, SimpleDocTemplate
doc = SimpleDocTemplate("grid.pdf", pagesize=letter)
story = [Image(img, width=100, height=100) for img in imgs]
doc.build(story)
```
Kinda old-school, but reliable af.