Gabor Cselle
commited on
Commit
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41d52be
1
Parent(s):
d0f419a
Font allowlist, deal with .ttc files, let's just generate 10 per font
Browse files- .gitignore +2 -1
- gen_sample_data.py +36 -22
.gitignore
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font_images
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font_images
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.DS_Store
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gen_sample_data.py
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# Generate sample data with 800x400 images of fonts in /System/Library/Fonts
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# 50 images per font, 1 font per image
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import os
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from PIL import Image, ImageDraw, ImageFont
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import nltk
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# Sample text for prose and code
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prose_text = " ".join(brown.words(categories='news')[:50]) # First 50 words from news category
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output_dir = './font_images'
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os.makedirs(output_dir, exist_ok=True)
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all_brown_words = sorted(set(brown.words(categories='news')))
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def wrap_text(text, line_length=10):
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"""
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Wraps the provided text every 'line_length' words.
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lines = base_code.split("\n")
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return "\n".join(random.sample(lines, min(num_lines, len(lines))))
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font_size = random.choice(range(32, 128)) # Increased minimum font size
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font = ImageFont.truetype(font_path, font_size)
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# Generate sample data with 800x400 images of fonts in /System/Library/Fonts
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# 50 images per font, 1 font per image
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import os
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from PIL import Image, ImageDraw, ImageFont
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import nltk
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# Sample text for prose and code
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prose_text = " ".join(brown.words(categories='news')[:50]) # First 50 words from news category
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# Note that this will only work on MacOS where this is the default font directory
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font_dirs = ['/System/Library/Fonts/', '/System/Library/Fonts/Supplemental/']
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output_dir = './font_images'
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os.makedirs(output_dir, exist_ok=True)
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all_brown_words = sorted(set(brown.words(categories='news')))
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# This is a list of fonts that we want to use for our sample data
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FONT_ALLOWLIST = ["Arial", "Avenir", "Courier", "Helvetica", "Georgia", "Tahoma", "Times New Roman", "Verdana"]
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def wrap_text(text, line_length=10):
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"""
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Wraps the provided text every 'line_length' words.
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lines = base_code.split("\n")
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return "\n".join(random.sample(lines, min(num_lines, len(lines))))
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for font_dir in font_dirs:
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for font_file in os.listdir(font_dir):
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if font_file.endswith('.ttf') or font_file.endswith('.ttc'):
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font_path = os.path.join(font_dir, font_file)
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font_name = font_file.split('.')[0]
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if font_name not in FONT_ALLOWLIST:
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continue
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# Output the font name so we can see the progress
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print(font_path, font_name)
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if font_file.endswith('.ttc'):
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# ttc fonts have multiple fonts in one file, so we need to specify which one we want
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font = ImageFont.truetype(font_path, random.choice(range(32, 128)), index=0)
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else:
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# ttf fonts have only one font in the file
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font_size = random.choice(range(32, 128)) # Increased minimum font size
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font = ImageFont.truetype(font_path, font_size)
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# Counter for the image filename
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j = 0
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for i in range(10): # Generate 50 images per font - reduced to 10 for now to make things faster
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prose_sample = random_prose_text(all_brown_words)
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for text in [prose_sample]:
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img = Image.new('RGB', (800, 400), color="white") # Canvas size
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draw = ImageDraw.Draw(img)
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# Random offsets, but ensuring that text isn't too far off the canvas
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offset_x = random.randint(-20, 10)
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offset_y = random.randint(-20, 10)
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draw.text((offset_x, offset_y), text, fill="black", font=font)
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j += 1
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output_file = os.path.join(output_dir, f"{font_name}_{j}.png")
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img.save(output_file)
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