Format Selection:

JPEG:
  Best for: Photographs, complex images
  Compression: Lossy (quality 70-85)
  Size: ~50-70% reduction
  Tools: ImageMagick, TinyJPEG
  Command: convert image.jpg -quality 75 optimized.jpg

PNG:
  Best for: Icons, screenshots, transparent images
  Compression: Lossless
  Size: 10-30% reduction
  Tools: PNGQuant, OptiPNG
  Command: optipng -o3 image.png

WebP:
  Best for: Modern browsers (90% support)
  Compression: 25-35% better than JPEG/PNG
  Fallback: Use <picture> element
  Tools: cwebp
  Command: cwebp -q 75 image.jpg -o image.webp

SVG:
  Best for: Icons, logos, simple graphics
  Compression: Minify XML
  Scalable: Works at any size
  Tools: SVGO
  Command: svgo image.svg --output optimized.svg

---

Compression Levels:

Conservative (95% quality):
  JPEG: 85-90 quality
  PNG: Lossless
  Use: High-value images

Moderate (90% quality):
  JPEG: 75-80 quality
  PNG: Quantized to 256 colors
  Use: General images

Aggressive (80% quality):
  JPEG: 60-70 quality
  PNG: Reduced colors
  Use: Thumbnails, backgrounds

<!-- Responsive image techniques -->

<!-- srcset: Let browser choose -->
<img
  src="image.jpg"
  srcset="
    small.jpg 480w,
    medium.jpg 768w,
    large.jpg 1200w
  "
  sizes="
    (max-width: 480px) 100vw,
    (max-width: 768px) 90vw,
    80vw
  "
  alt="Description"
/>

<!-- picture: Format selection -->
<picture>
  <source srcset="image.webp" type="image/webp">
  <source srcset="image.jpg" type="image/jpeg">
  <img src="image.jpg" alt="Description">
</picture>

<!-- Lazy loading -->
<img
  src="placeholder.jpg"
  loading="lazy"
  alt="Description"
/>

Workflow:

1. Preparation
  - Export at correct size (don't scale in HTML)
  - Use appropriate format
  - Batch process similar images

2. Compression
  - Lossy: TinyJPEG/TinyPNG
  - Lossless: ImageMagick
  - Target: <100KB for main images
  - Thumbnails: <20KB

3. Format Conversion
  - WebP with JPEG fallback
  - Consider PNG for transparency
  - SVG for scalable graphics

4. Implementation
  - Use srcset for responsive
  - Lazy load below-fold
  - Optimize critical images first
  - Monitor file sizes in CI/CD

5. Validation
  - Check file sizes in DevTools
  - Test on slow networks
  - Verify quality acceptable
  - Measure performance impact

---

Quick Wins:

Remove EXIF data (saves 20-50KB):
  identify -verbose image.jpg | grep -i exif
  convert image.jpg -strip image-clean.jpg

Convert to WebP (25-35% smaller):
  cwebp -q 75 *.jpg

Batch compress with ImageMagick:
  mogrify -quality 75 -resize 1920x1080 *.jpg

Expected Results:
  - Homepage: 850KB → 300KB images
  - Performance: 3s → 1.5s load time
  - Mobile: Significant improvement on 3G

Performance Targets:

Hero Image: <200KB
Thumbnail: <30KB
Icon: <5KB
Total images: <500KB
Target gzipped: <300KB

Tools:
  - ImageOptim (Mac)
  - ImageMagick (CLI)
  - TinyJPEG/TinyPNG (web)
  - Squoosh (web)
  - Lighthouse (audit)

Checklist:
  [ ] All images optimized
  [ ] WebP with fallback
  [ ] Responsive srcset
  [ ] Lazy loading implemented
  [ ] Correct format per image
  [ ] File size <100KB each
  [ ] Benchmarks established
  [ ] Monitoring in place
  [ ] Documented process

Tips:
  - Optimize before uploading
  - Use CDN with image optimization
  - Consider Image CDN (Imgix, Cloudinary)
  - Batch process during build
  - Monitor image additions
  - Test real devices on 3G