Image Management Scripts

Scripts for managing, processing, and validating images in the book.

Image Processing

• compress_images.py - Compress images to reduce file size
• convert_svg_to_png.py - Convert SVG files to PNG format
• remove_bg.py - Remove backgrounds from images

Image Management

• manage_images.py - Main image management utility
• download_external_images.py - Download external images
• manage_external_images.py - Manage external image references
• rename_auto_images.py - Rename automatically generated images
• rename_downloaded_images.py - Rename downloaded images

Validation

• validate_image_references.py - Ensure all image references are valid
• analyze_image_sizes.py - Analyze image sizes and suggest optimizations