This commit is contained in:
Tom 2025-01-08 11:23:20 +00:00
parent d19b058541
commit 5a84db2603
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---
title: Manipulate image pixels in Python
layout: post
excerpt: I had a black and white image but I wanted a black image with the white bits transparent.
thumbnail: /assets/blog/manipulate_pixels.png
social_image: /assets/blog/manipulate_pixels.png
assets:
alt:
image_class: invertable
---
The way I've implemented dark mode on this site is to mark some images with a class `invertable` that means they still look good inverted. And then in CSS I go ahead and invert them if you're in dark mode. For other images I just dim them a bit.
<figure class="two-wide">
<img src="/assets/blog/micropython/simulated_display.png" class="invertable">
<img src="/assets/blog/micropython/simulated_display_transparent.png" class="invertable">
<figcaption>Try switching back and forth between dark mode and light mode, the one on the right works, the one on the left gets and ugly black background.</figcaption>
</figure>
However for some images like this black and white png it looks a bit weird when inverted because the background becomes hard black but my site's background is a dark grey. So I wanted to make the white pixels transparent instead.
Anyway the point of this post is that I knew in terms of pixel values what I wanted to do but wasn't sure how to do this in an image editors. So here's the code for you and my future reference:
```python
import sys
import numpy as np
from PIL import Image
if len(sys.argv) < 3:
print("Usage: python convert_to_transparent.py <input_image_path> <output_image_path>")
sys.exit(1)
input_path, output_path = sys.argv[1], sys.argv[2]
grey = np.array(Image.open(input_path).convert("L"))
alpha_channel = 255 - grey
rgba_array = np.zeros((grey.shape[0], grey.shape[1], 4), dtype=np.uint8)
rgba_array[..., 0] = 0 # Red channel
rgba_array[..., 1] = 0 # Green channel
rgba_array[..., 2] = 0 # Blue channel
rgba_array[..., 3] = alpha_channel # Alpha channel
# Create a new image for the output
rgba_img = Image.fromarray(rgba_array, mode="RGBA")
# Save the result
rgba_img.save(output_path, "PNG")
print(f"Image saved to {output_path}")
```

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layout: post
excerpt: A one sentence summary.
images: /assets/images/2024
images:
image:
thumbnail:
social_image:
assets:
alt:

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@ -233,7 +233,7 @@ figure.two-wide {
justify-content: center;
gap: 1em;
margin-bottom: 1em;
* {
*:not(figcaption) {
width: calc(50% - 0.5em);
}
}
@ -244,7 +244,7 @@ figure.multiple {
justify-content: center;
gap: 1em;
margin-bottom: 1em;
* {
*:not(figcaption) {
width: calc(50% - 0.5em);
margin: 0;
padding: 0;
@ -260,7 +260,7 @@ figure.multiple {
margin-bottom: 1em;
place-items: center center;
* {
*:not(figcaption) {
margin: 0;
padding: 0;
width: 100%;

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import sys
import numpy as np
from PIL import Image
if len(sys.argv) < 3:
print("Usage: python convert_to_transparent.py <input_image_path> <output_image_path>")
sys.exit(1)
def convert_image(input_path, output_path):
# Open the image
grey = np.array(Image.open(input_path).convert("L"))
alpha_channel = 255 - grey
rgba_array = np.zeros((grey.shape[0], grey.shape[1], 4), dtype=np.uint8)
rgba_array[..., 0] = 0 # Red channel
rgba_array[..., 1] = 0 # Green channel
rgba_array[..., 2] = 0 # Blue channel
rgba_array[..., 3] = alpha_channel # Alpha channel
# Create a new image for the output
rgba_img = Image.fromarray(rgba_array, mode="RGBA")
input_path, output_path = sys.argv[1], sys.argv[2]
# Save the result
rgba_img.save(output_path, "PNG")
print(f"Image saved to {output_path}")
grey = np.array(Image.open(input_path).convert("L"))
alpha_channel = 255 - grey
# Example usage
input_file = "simulated_display.png"
output_file = "simulated_display_transparent.png"
convert_image(input_file, output_file)
rgba_array = np.zeros((grey.shape[0], grey.shape[1], 4), dtype=np.uint8)
rgba_array[..., 0] = 0 # Red channel
rgba_array[..., 1] = 0 # Green channel
rgba_array[..., 2] = 0 # Blue channel
rgba_array[..., 3] = alpha_channel # Alpha channel
# Create a new image for the output
rgba_img = Image.fromarray(rgba_array, mode="RGBA")
# Save the result
rgba_img.save(output_path, "PNG")
print(f"Image saved to {output_path}")