Cn Web Image Optimizer

Compress images for web usage. Smart quality reduction + resize to fit under 500KB. Supports JPEG, PNG, WebP, BMP, TIFF input. Auto WebP output for best compression.

Web Image Optimizer

Smart image compression for web usage. Automatically reduces file size to under 500KB while preserving visual quality.

Features

Feature	Description
Smart Compression	Progressive quality reduction until target size is met
Auto Resize	If quality reduction alone is insufficient, proportionally resizes the image
Multi-Format Input	JPEG, PNG, WebP, BMP, TIFF, GIF
WebP Preferred	Auto WebP output (best compression for web)
JPEG Fallback	JPEG output option for maximum compatibility
Batch Processing	Compress all images in a directory at once
Recursive Scan	Search subdirectories recursively
Size Target	Configurable max file size (default: 500KB)

Usage

Single Image Compression

bash

# Compress to WebP (auto, under 500KB)
python scripts/web_image_optimizer.py compress photo.jpg

# Compress to JPEG, max 300KB
python scripts/web_image_optimizer.py compress photo.jpg --format jpeg --max-kb 300

# Compress to PNG
python scripts/web_image_optimizer.py compress photo.png --format png

# Custom output path
python scripts/web_image_optimizer.py compress photo.jpg -o /path/to/output.webp

Batch Processing

bash

# Compress all images in a directory
python scripts/web_image_optimizer.py batch ./images/

# Batch with custom format and size limit
python scripts/web_image_optimizer.py batch ./photos/ --format jpeg --max-kb 200

# Recursive subdirectory scan
python scripts/web_image_optimizer.py batch ./content/ --recursive

Image Info

bash

python scripts/web_image_optimizer.py info photo.jpg

Compression Strategy

The optimizer uses a multi-step approach:

1. Format Conversion: PNG input is converted to WebP (typically 70-90% smaller)
2. Quality Reduction: Progressive quality adjustment (85 -> 75 -> 65 -> ...)
3. Smart Resize: If quality alone cannot meet target, proportionally resize the image
4. Final Fallback: Save at minimum quality if target cannot be met

Output Format Guide

Format	Compression	Quality	Browser Support	Recommendation
WebP	Best	Excellent	96%+	Default choice
JPEG	Good	Good	100%	Maximum compatibility
PNG	Limited	Lossless	100%	Transparency needed

Example Output

text

  hero-banner.png
    2682.6 KB  -->     41.0 KB  (+98.5%)
    Format: WEBP  Quality: 85  Size: 1280x714
    Output: ./hero-banner_web.webp

Dependencies

• Python 3.6+
• Pillow (PIL) - Standard Python imaging library

Install Pillow if needed:

bash

pip3 install Pillow

Options

Option	Short	Default	Description
--max-kb	-m	500	Maximum output file size in KB
--format	-f	auto	Output format: auto/webp/jpeg/png
--quality	-q	85	Starting quality (1-100)
--output	-o	auto	Output file path
--recursive	-r	false	Scan subdirectories (batch mode)

Security Notes

• Pure local processing, no network calls
• No image data leaves your machine
• Preserves EXIF metadata is NOT done (metadata stripped for smaller size)
• No file deletion - original files are preserved

Exit Codes

Code	Meaning
0	Success
1	Error (file not found, unsupported format, etc.)

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