AI-powered YouTube thumbnail generator with Chinese/English support and intelligent text processing
Project description
YouTube Thumbnail Generator v2.1
Professional YouTube thumbnail automatic generation tool with intelligent Chinese/English text layout, logo, and precise image control with dynamic adaptation.
Author: Leo Wang (https://leowang.net)
๐ Available on PyPI: https://pypi.org/project/youtube-thumbnail-generator/
๐ GitHub Repository: https://github.com/preangelleo/youtube-thumbnail-generator
๐ Core Features
- โ Intelligent Chinese/English System: PNG overlay technology, perfect Chinese/English text mixing
- โ Smart Line-breaking Algorithm: Chinese 9 character limits, English 3-line truncation
- โ Font Differentiation Optimization: Chinese fonts 30% larger for optimal readability
- โ Professional Visual Effects: Triangle transition integrated into images, text always on top layer
- โ Intelligent Image Processing: Auto square conversion + 900x900 filling
- โ Multi-endpoint API Support: Flask RESTful API + Chapter functionality
- โ Smart Font Selection: Chinese PingFang/Founder, English Lexend Bold
- โ Three Theme Modes: Dark (black bg), Light (white bg), Custom (user template)
- โ Full Color Customization: Title color, author color, triangle toggle - all parameterized
- โ Dynamic Font Scaling: Auto font size adjustment based on text length (1-17 characters)
- โ YouTube API Ready: Built-in optimization for YouTube API v3 thumbnail upload compliance
๐จ Three Theme Modes
Canvas Size: 1600x900 pixels
๐ Dark Theme - Professional Black Background
Perfect for: Tech content, gaming, serious topics
Features: Black background + White bold text + Black triangle overlay + Professional contrast
Chinese Sample (10 characters - optimal length)
English Sample (7 words - optimal length)
๐ Light Theme - Clean White Background
Perfect for: Educational content, lifestyle, bright topics
Features: White background + Black bold text + White triangle overlay + Clean minimalist look
Chinese Sample (10 characters - optimal length)
English Sample (7 words - optimal length)
๐ Custom Theme - Your Own Background
Perfect for: Brand content, creative projects, unique aesthetics
Features: Custom 1600x900 background + Customizable text colors + No triangle overlay + Full creative control
Chinese Sample (10 characters - optimal length)
English Sample (7 words - optimal length)
๐ก Optimal Length Recommendations
๐ฏ Best Results Guidelines
For the most professional and visually appealing thumbnails:
๐จ๐ณ Chinese Titles
Optimal Length: 10-12 characters
- 10 characters: Perfect balance, excellent readability
- 12 characters: Maximum recommended, maintains clarity
- Examples: "AIๆๆฏๆๅๆ็จ" (8 chars) โ "ๅฎๆดAIๆๆฏๆๅๆ็จ็ณป็ป" (12 chars) โ
๐บ๐ธ English Titles
Optimal Length: 7 words
- 7 words: Perfect for 3-line layout without truncation
- Example: "Complete AI Technology Guide Tutorial Series Episode" (7 words) โ
- Note: Longer titles may be truncated with ellipsis (...)
๐ฆ Supported Parameters
Required Parameters
- title - Main title text (required)
Optional Parameters
- author - Author name (optional, auto-capitalized)
- logo_path - Logo file path (optional)
- right_image_path - Right-side image path (optional)
- theme - Theme mode: "dark", "light", "custom" (default: "dark")
- custom_template - Custom background path for custom theme (required when theme="custom")
- title_color - Title text color in hex format (e.g., "#FFFFFF")
- author_color - Author text color in hex format (e.g., "#CCCCCC")
- enable_triangle - Enable/disable triangle overlay (boolean)
- youtube_ready - Generate YouTube API v3 compliant output (boolean, default: True)
Theme Defaults
- Dark Theme: Black bg + White text (#FFFFFF) + Light gray author (#CCCCCC) + Black triangle
- Light Theme: White bg + Black text (#000000) + Dark gray author (#666666) + White triangle
- Custom Theme: User background + White text (#FFFFFF) + Light gray author (#CCCCCC) + No triangle
๐ง Intelligent Text System
Core Technology: PNG Overlay + Triangle Integration
Instead of drawing text directly on template:
- Independent Rendering: Generate transparent PNG text images first
- Smart Adjustment: Dynamically adjust PNG size based on text length
- Triangle Integration: Paste triangle to right-side image first, then paste combined image to template
- Text Overlay: PNG text pasted last, ensuring it's always on the top layer
Chinese/English Differentiated Processing
Chinese Optimization
- Font Enlargement: 30% larger than English (54px vs 42px title)
- Smart Line-breaking:
- Title: Break after 9 characters, divide by 2, odd characters go to second line
- Line Spacing: Title 16px
English Processing
- Space-based Line-breaking: Natural word boundary wrapping
- 3-line Limit: Title max 3 lines, auto-truncate with ellipsis
- Standard Font: Lexend Bold
- Standard Line Spacing: 8px
๐ Input Parameter Details
Required Parameters
title (str) - Main title
title="The Ultimate Complete Guide to Advanced AI Technology"
- Smart Line-breaking: Auto-calculate optimal line-break positions
- Dynamic Height: Adjust PNG height based on line count (55px/line + line spacing)
- Dynamic Font Scaling: Auto font size based on character count (1-17 chars)
- Effects: Clean bold font with theme-based colors
- Position: Starting at (55, 330), dynamically centered
Optional Parameters
author (str) - Author name
author="Leo Wang" # Auto-converts to "LEO WANG"
- Format: Auto-convert to uppercase
- Position: Fixed bottom (55, 800)
- Font: 36px Lexend Bold, theme-based color
logo_path (str) - Logo file path
logo_path="logos/your_logo.png"
- Position: Top-left corner (50, 50), left margin = top margin
- Area: 240x150 pixels, auto aspect ratio scaling
- Format: Supports PNG/JPG, auto-handle transparency
right_image_path (str) - Right-side image path
right_image_path="assets/your_image.jpg"
- Smart Cropping: Auto-convert to square (center crop)
- Fill Method: Scale to 900x900 pixels to fill right side
- Position: Right area starting at (700, 0)
Theme & Color Parameters
theme (str) - Theme mode: "dark", "light", "custom"
theme="dark" # Default: Black bg + white text + black triangle
theme="light" # White bg + black text + white triangle
theme="custom" # User-provided template + custom colors
custom_template (str) - Custom template path (required for custom theme)
custom_template="path/to/your_template.png" # Must be 1600x900 PNG
title_color (str) - Title text color in hex format
title_color="#FFFFFF" # White (dark theme default)
title_color="#000000" # Black (light theme default)
title_color="#FF0000" # Red (custom example)
author_color (str) - Author text color in hex format
author_color="#CCCCCC" # Light gray (dark theme default)
author_color="#666666" # Dark gray (light theme default)
author_color="#0000FF" # Blue (custom example)
enable_triangle (bool) - Enable/disable triangle overlay
enable_triangle=True # Default for dark/light themes
enable_triangle=False # Default for custom theme
youtube_ready (bool) - Optimize for YouTube API v3 compliance
youtube_ready=True # Default: Generate 1280x720 YouTube-compliant thumbnail (2MB max, JPEG, sRGB)
youtube_ready=False # Generate 1600x900 high-resolution thumbnail
๐ฆ Installation
The package is officially available on PyPI and can be installed worldwide:
Quick Install (Recommended)
pip install youtube-thumbnail-generator
With API Service Support
pip install "youtube-thumbnail-generator[api]"
Alternative Installation Methods
| Method | Command | Use Case |
|---|---|---|
| PyPI (Stable) | pip install youtube-thumbnail-generator |
Production use, stable releases |
| PyPI with API | pip install "youtube-thumbnail-generator[api]" |
Include Flask API dependencies |
| GitHub (Latest) | pip install git+https://github.com/preangelleo/youtube-thumbnail-generator.git |
Latest development features |
| Development | git clone ... && pip install -e . |
Local development and testing |
Package Information
- PyPI Page: https://pypi.org/project/youtube-thumbnail-generator/
- Current Version: 2.2.0
- License: MIT
- Python Support: 3.7+
- Dependencies: Pillow (required), Flask+CORS (optional for API)
๐ฆ What's Included Automatically
When you install via PyPI or GitHub, you get everything you need:
- โ All Templates: Dark, Light, and Custom background templates
- โ Triangle Assets: Black and white triangle overlays
- โ Professional Template: 1600x900 high-quality base template
- โ Font Assets: Chinese/English optimized fonts
- โ Sample Assets: Testing logo and image files
- โ Auto Template Creation: If templates are missing, they're automatically generated in your project directory
Smart Fallback System: If bundled templates can't be found (rare edge case), the system automatically creates default templates in your current directory.
No additional downloads needed - start generating thumbnails immediately after installation!
๐ Usage Methods
1. Use as Python Library
Dark Theme (Default - YouTube Ready)
from youtube_thumbnail_generator import FinalThumbnailGenerator, get_default_template
# Initialize generator with bundled template
generator = FinalThumbnailGenerator(get_default_template())
# Generate YouTube-ready thumbnail (1280x720, <2MB, optimized for API upload)
result = generator.generate_final_thumbnail(
title="Complete AI Technology Guide", # 5 words - will be enlarged
author="Leo Wang",
logo_path="logos/your_logo.png",
right_image_path="assets/your_image.jpg",
output_path="outputs/dark_theme_youtube.jpg",
theme="dark" # Default theme, youtube_ready=True by default
)
Light Theme (YouTube Ready)
# Generate Light theme YouTube-ready thumbnail
result = generator.generate_final_thumbnail(
title="AIๆๆฏๆๅๅฎๆดๆ็จ", # 10 Chinese characters - optimal
author="Leo Wang",
logo_path="logos/your_logo.png",
right_image_path="assets/your_image.jpg",
output_path="outputs/light_theme_youtube.jpg",
theme="light",
title_color="#000000", # Black text for white background
author_color="#666666" # Dark gray author
# youtube_ready=True by default - 1280x720 YouTube API ready
)
Custom Theme (YouTube Ready)
# Generate Custom theme YouTube-ready thumbnail
result = generator.generate_final_thumbnail(
title="Custom Background Demo", # 4 words - will be enlarged
author="Your Name",
logo_path="logos/your_logo.png",
right_image_path=None, # No right image needed
output_path="outputs/custom_theme_youtube.jpg",
theme="custom",
custom_template="your_background_1600x900.png", # Your custom background
title_color="#FFFFFF", # White text
author_color="#CCCCCC", # Light gray author
enable_triangle=False # No triangle overlay
# youtube_ready=True by default - optimized for YouTube API
)
2. Command Line API Service
Launch API directly after installation:
# Start API service directly
youtube-thumbnail-api
# Or use Python module method
python -m youtube_thumbnail_generator.api_server
3. YouTube API v3 Ready Thumbnails
Generate thumbnails that are fully compliant with YouTube API v3 upload requirements:
from youtube_thumbnail_generator import FinalThumbnailGenerator, get_default_template
generator = FinalThumbnailGenerator(get_default_template())
# Generate YouTube API v3 compliant thumbnail (default behavior)
result = generator.generate_final_thumbnail(
title="My YouTube Video Title",
author="Channel Name",
logo_path="my_logo.png",
right_image_path="video_frame.jpg",
output_path="my_video_thumbnail.jpg",
theme="dark"
# youtube_ready=True by default - outputs 1280x720 JPEG, sRGB, <2MB
)
# Output: Ready for direct YouTube API upload!
Manual YouTube Optimization
from youtube_thumbnail_generator import optimize_for_youtube_api
# Optimize existing thumbnail for YouTube API
youtube_ready_path = optimize_for_youtube_api(
input_path="my_large_thumbnail.jpg",
output_path="my_thumbnail_youtube_ready.jpg" # Optional
)
# Automatically converts to 1280x720 JPEG, ensures <2MB size
YouTube API v3 Compliance Features
- โ Perfect Dimensions: 1280x720 pixels (16:9 aspect ratio)
- โ Optimal Format: JPEG with baseline encoding
- โ File Size Control: Automatic compression to stay under 2MB limit
- โ Color Space: sRGB color profile for consistent display
- โ Smart Cropping: Maintains aspect ratio with center cropping
- โ Quality Optimization: Multi-level quality testing (95โ90โ85โ80โ75โ70)
4. Use in Other Python Projects
# In your Python projects
from youtube_thumbnail_generator import FinalThumbnailGenerator, get_default_template, create_text_png
# Quick YouTube-ready thumbnail generation with bundled template
generator = FinalThumbnailGenerator(get_default_template())
result = generator.generate_final_thumbnail(
title="Your Video Title",
output_path="output/thumbnail_youtube.jpg"
# Outputs 1280x720 YouTube API compliant thumbnail by default
)
# Or generate text PNG only
success, text_img, height = create_text_png(
text="Test Text",
width=600,
height=200,
language="chinese"
)
5. API Service Calls
Generate Thumbnail
curl -X POST http://localhost:5002/api/generate/enhanced \
-H "Content-Type: application/json" \
-d '{
"title": "Amazing Tech Reviews 2025",
"author": "Leo Wang",
"logo_path": "logos/animagent_logo.png",
"right_image_path": "assets/testing_image.jpeg"
}'
Response Example
{
"task_id": "abc123-def456-ghi789",
"status": "processing",
"message": "Thumbnail generation task started"
}
Check Task Status
curl http://localhost:5002/api/status/abc123-def456-ghi789
Download Result
curl -O http://localhost:5002/api/download/final_test.jpg
6. Python API Client Example
import requests
import time
import json
def generate_thumbnail_api(title, author=None, logo_path=None, image_path=None):
"""Generate thumbnail using API"""
# 1. Send generation request
response = requests.post('http://localhost:5002/api/generate/enhanced',
headers={'Content-Type': 'application/json'},
data=json.dumps({
"title": title,
"author": author,
"logo_path": logo_path,
"right_image_path": image_path
})
)
task_data = response.json()
task_id = task_data['task_id']
print(f"Task created: {task_id}")
# 2. Poll status until complete
while True:
status_response = requests.get(f'http://localhost:5002/api/status/{task_id}')
status_data = status_response.json()
print(f"Status: {status_data['status']}")
if status_data['status'] == 'completed':
print(f"Generation complete! Download: {status_data['download_url']}")
return status_data['download_url']
elif status_data['status'] == 'failed':
print(f"Generation failed: {status_data['error']}")
return None
time.sleep(1)
# Usage example
download_url = generate_thumbnail_api(
title="My Amazing YouTube Video Title That Is Really Long",
author="Your Name",
logo_path="logos/my_logo.png",
image_path="assets/thumbnail_image.jpg"
)
๐ฏ Complete API Endpoint Guide
Thumbnail Generation
POST /api/generate/enhanced
Request Body:
{
"title": "Required - Main title text",
"author": "Optional - Author name",
"logo_path": "Optional - Logo file path",
"right_image_path": "Optional - Right-side image path"
}
Chapter Image Generation
POST /api/generate/chapter
Request Body:
{
"text": "Required - Text to display",
"language": "Optional - english/chinese",
"font_size": "Optional - Font size",
"width": "Optional - Image width, default 1600",
"height": "Optional - Image height, default 900"
}
Other Endpoints
GET /api/status/<task_id>- Check task statusGET /api/download/<filename>- Download generated fileGET /api/health- Health checkGET /api/templates- Get available templatesGET /api/assets- Get resource list
๐ Smart Layout Examples
Short Title Effect
Title: "Tech News 2025"
โ 1 line, centered layout, clean appearance
Long Title Effect
Title: "The Ultimate Complete Guide to Advanced AI Technology..."
โ Multiple lines with smart line-breaking
Auto-adjust positions for perfect fit
Overlong Content Handling
Title exceeds 3 lines โ Auto-truncate with ellipsis
Ensure stable layout, prevent content overflow
๐ง Advanced Configuration
Manual Template Creation
If you need to manually create templates in your project directory:
from youtube_thumbnail_generator import init_templates
# This creates a 'templates/' directory with all required files:
# - professional_template.jpg (1600x900 black background)
# - light_template.png (1600x900 white background)
# - triangle_black.png (200x900 opaque black triangle)
# - triangle_white.png (200x900 opaque white triangle)
init_templates()
Advanced Triangle Customization
For advanced users who want custom triangle effects:
from youtube_thumbnail_generator import generate_triangle_template
# Generate 4 different triangle variants:
generate_triangle_template("black", "bottom") # Default: point at bottom-left
generate_triangle_template("black", "top") # Point at top-left
generate_triangle_template("white", "bottom") # White, point at bottom-left
generate_triangle_template("white", "top") # White, point at top-left
# Custom colors and sizes:
generate_triangle_template("#FF0000", "bottom", "red_triangle.png", 300, 900)
generate_triangle_template("#00FF00", "top", "green_triangle_top.png")
Triangle Options:
- Colors:
"black","white", or hex colors like"#FF0000" - Directions:
"bottom"(point at bottom-left),"top"(point at top-left) - Custom sizes: width and height in pixels
- Custom paths: specify your own output filename
File Path Rules
- Relative Paths: Relative to project root directory
- Logo Directory:
logos/- Store all logo files - Assets Directory:
assets/- Store background images - Output Directory:
outputs/- Generated results storage - Template Directory:
templates/- Template file storage (auto-created if needed)
Supported Image Formats
- Input: PNG, JPG, JPEG (supports transparency)
- Output: JPG (high quality, 95% quality)
- Processing: Auto color mode conversion
Font Priority
English Fonts:
1. Helvetica (Mac system)
2. Lexend Bold (if installed)
3. Ubuntu Bold (Linux)
4. System default font
Chinese Fonts:
1. Noto Sans CJK Bold
2. Source Han Sans
3. WenQuanYi fonts
๐ Project Structure
youtube_thumbnail_generator/
โโโ youtube_thumbnail_generator/
โ โโโ __init__.py # Package initialization
โ โโโ final_thumbnail_generator.py # Core generator
โ โโโ text_png_generator.py # PNG text renderer
โ โโโ api_server.py # Flask API service
โ โโโ function_add_chapter.py # Chapter functionality
โโโ templates/
โ โโโ professional_template.jpg # 1600x900 professional template
โ โโโ triangle_template.png # 200x900 triangle transition
โโโ template_samples/ # Template showcase samples
โโโ setup.py # Package setup
โโโ pyproject.toml # Modern Python packaging
โโโ README.md # Project documentation
โโโ README_API.md # Detailed API documentation
๐ Version History
v2.2.2 (Current) - YouTube-Ready by Default
- โ Default YouTube Optimization: All thumbnails are YouTube API compliant by default
- โ Seamless User Experience: No extra steps needed for YouTube uploads
- โ Clean File Management: Optimized files use original filenames
- โ
High-Resolution Option: Use
youtube_ready=Falsefor 1600x900 images
v2.2.1 - YouTube API Integration
- โ YouTube API v3 Compliance: Built-in optimization for YouTube thumbnail uploads
- โ Smart Resource Management: Package path resolution with automatic fallback template creation
- โ Format Optimization: 1280x720 JPEG, sRGB color space, <2MB file size control
- โ Quality Control: Multi-level compression testing for optimal file size
- โ Cross-Platform: Improved compatibility across Python 3.7+ environments
v2.2.0 - Three Theme Architecture Revolution
- โ Complete Theme System: Dark, Light, and Custom modes with full parameterization
- โ Color Customization: Hex color support for titles and authors
- โ Triangle Control: Configurable overlay effects per theme
- โ Custom Backgrounds: User-provided template support
v2.1 - Smart Layout Revolution
- โ PNG Overlay Technology: Text rendering separated from template, perfect control
- โ Smart Height Adjustment: Dynamically adjust layout based on content length
- โ Line Spacing Optimization: 8px line spacing, improved reading experience
- โ Triangle Transition: 200x900 diagonal separation, professional visual effects
- โ Truncation Mechanism: Smart truncation for overlong content, stable layout
- โ Dual API Support: Thumbnail + Chapter dual-function API
- โ Python Package: Installable as pip package, use in any Python project
v1.0 - Basic Functionality
- โ Professional template layout design
- โ Auto square image conversion
- โ 5-parameter input system
- โ Smart font selection
- โ Complete text effects
- โ Flask API integration
๐ Project Status
PyPI Distribution
- ๐ฆ Live on PyPI: https://pypi.org/project/youtube-thumbnail-generator/
- ๐ Global Install:
pip install youtube-thumbnail-generator - ๐ Download Stats: Available on PyPI Stats
- ๐ Latest Version: 2.2.2
- ๐ Published: August 2025
Community & Support
- โญ GitHub Stars: https://github.com/preangelleo/youtube-thumbnail-generator
- ๐ Issue Tracking: https://github.com/preangelleo/youtube-thumbnail-generator/issues
- ๐ Documentation: Complete README and API docs
- ๐ International: Full English documentation for global users
๐ฏ Best Practices
Title Text Suggestions
- Length: Recommend 50-100 characters, system auto-optimizes display
- Content: Clearly express video theme, attract viewer clicks
- Keywords: Front-load important keywords, improve search results
Image Selection Principles
- Size: Any size, system auto-converts to square
- Content: Choose visually impactful images
- Quality: Recommend high resolution, ensure clarity after scaling
๐จ Troubleshooting & Important Notes
๐ง Common Issues & Solutions
Template Files Not Found
If you encounter FileNotFoundError for template files:
Problem: Templates missing after PyPI installation or in development.
Solutions (try in order):
- Automatic Resolution - The system will automatically create missing templates
- Manual Creation:
from youtube_thumbnail_generator import init_templates init_templates() # Creates all required templates
- Resource Path Check:
from youtube_thumbnail_generator import get_resource_path print(get_resource_path("templates/professional_template.jpg"))
Custom Triangle Effects Not Working
Problem: Default triangles don't match your design needs.
Solution: Generate custom triangles:
from youtube_thumbnail_generator import generate_triangle_template
# 4 basic variants:
generate_triangle_template("black", "bottom") # Standard
generate_triangle_template("black", "top") # Inverted
generate_triangle_template("white", "bottom") # Light theme
generate_triangle_template("white", "top") # Light inverted
# Custom colors:
generate_triangle_template("#FF6B35", "bottom", "custom_orange.png")
YouTube API Upload Failures
Problem: Generated thumbnails rejected by YouTube API.
Check: Ensure you're using the YouTube-optimized version:
result = generator.generate_final_thumbnail(
title="Your Title",
youtube_ready=True # This is now default - ensures 1280x720, <2MB, sRGB
)
# Or manually optimize existing thumbnails:
from youtube_thumbnail_generator import optimize_for_youtube_api
youtube_path = optimize_for_youtube_api("your_thumbnail.jpg")
๐ System Requirements & Notes
- File Paths: All paths are automatically resolved with smart fallbacks
- Font Dependencies: System will auto-downgrade to available fonts
- Template Management: Missing templates are auto-created in your project directory
- Output Format: Default YouTube-ready (1280x720 JPEG), use
youtube_ready=Falsefor high-res - API Processing: API uses async processing, poll status for completion
- Memory Usage: Large image processing may use significant memory
- Cross-Platform: Full compatibility across macOS, Linux, and Windows
๐ก Quick Start
- Install Package:
pip install youtube-thumbnail-generator - Prepare Assets: Put logos and images in corresponding directories
- Direct Test:
from youtube_thumbnail_generator import FinalThumbnailGenerator, get_default_template generator = FinalThumbnailGenerator(get_default_template()) generator.generate_final_thumbnail(title="Test Title", output_path="test_youtube.jpg") # Generates 1280x720 YouTube-ready thumbnail by default
- API Service:
youtube-thumbnail-api - Check Result: Look at generated file
Start creating professional YouTube thumbnails now! ๐ฌโจ
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