Image-to-ASCII / app.py
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import gradio as gr
from PIL import Image
import numpy as np
ASCII_CHARS = ["@", "#", "S", "%", "?", "*", "+", ";", ":", ",", "."]
def scale_image(image, new_width=100):
"""Resizes an image preserving the aspect ratio."""
(original_width, original_height) = image.size
aspect_ratio = original_height/float(original_width)
new_height = int(aspect_ratio * new_width)
new_image = image.resize((new_width, new_height))
return new_image
def map_pixels_to_ascii_chars(image, range_width=25):
"""Maps each pixel to an ascii char based on intensity."""
pixels_in_image = list(image.getdata())
pixels_to_chars = [ASCII_CHARS[pixel_value//range_width] for pixel_value in pixels_in_image]
return "".join(pixels_to_chars)
def convert_image_to_ascii(image, new_width=100):
image = scale_image(image)
image = image.convert("L")
pixels_to_chars = map_pixels_to_ascii_chars(image)
len_pixels_to_chars = len(pixels_to_chars)
ascii_image = [pixels_to_chars[index: index + new_width] for index in range(0, len_pixels_to_chars, new_width)]
return "\n".join(ascii_image)
def image_to_ascii(file):
image = Image.open(file.name)
ascii_str = convert_image_to_ascii(image)
return ascii_str
description = "Image to ASCII Art Converter\nUpload an image and convert it to ASCII art. Click the 'Submit' button after uploading."
interface = gr.Interface(
fn=image_to_ascii,
inputs=gr.inputs.Image(type="file", label="Upload Image"),
outputs=gr.outputs.Textbox(label="ASCII Art"),
examples=["example1.jpg", "example2.jpg"],
title="Image to ASCII Art",
description=description,
)
interface.launch()