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Delivering Beautiful and Fast
Images and Video
Doug Sillars
@DougSillars
UX Connect London
November 6, 2018
Contact Me:
@DougSillars
Doug.Sillars@gmail.com
www.dougsillars.com
Doug Sillars
Freelance Developer Relations
Performance Audits: Web/Native
Workshops:
Performance/Images/Video
http://bit.ly/HighPerformanceAndroidApps
0.5
0.6
0.7
0.8
0.9
Standing in Line Standing on the
edge of a virtual
cliff
Experiencing
Mobile Delays
Solving a Math
Problem
https://www.ericsson.com/res/docs/2016/mobility-report/emr-feb-2016-the-stress-of-steaming-delays.pdf
Stress
Large Downloads Induce Delays in Rendering
3s: 53% of Users Abandon Mobile Sites
500ms: 26% Frustration
8% Engagement
100ms: 1% Revenue Walmart & Amazon (Desktop 2001)
4% Mobile Users Throw Their Phones
https://www.doubleclickbygoogle.com/articles/mobile-speed-matters
http://bit.ly/mobileWebStress
http://www.globaldots.com/how-website-speed-affects-conversion-rates/
https://www.mobilejoomla.com/blog/172-responsive-design-vs-server-side-solutions-infographic.html
Fast is a Human Perception
• 100ms:
• 1s:
• 10s:
https://www.nngroup.com/articles/response-times-3-important-limits/
Perceived as instantaneous
Limit for uninterrupted train of thought: Delay is
noticed, but generally accepted
Limit for keeping focus
Images & Video make up 75% of Web Content
HTTPArchive mobile websites 15/02/18
4 Simple Image Optimizations
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
4 Simple Image Optimizations
Httparchive.org Webpagetest.org
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Quality
magick -quality 85 riga.jpg riga85.jpg
http://res.cloudinary.com/dougsillars/image/upload/q_85/v1520504964/IMG_20180301_114117_tzasan.jpg
Lighthouse:
Recommends 85% quality on all images
https://developers.google.com/speed/docs/insights/OptimizeImages
100%
3.6 MB
http://res.cloudinary.com/dougsillars/image/upload/v1529005982/IMG_20180614_184507_ssuk1i.jpg
85%
1.87 MB
q_85
http://res.cloudinary.com/dougsillars/image/upload/q_85/v1529005982/IMG_20180614_184507_ssuk1i.jpg
Image Quality Use “In The Wild”
500,000 mobile sites
Analyzed 3/15/18
Image Quality Use “In The Wild”
Median Savings (50th percentile):
• 2.83 seconds faster page load
• 419KB less data
50%
914 KB
q_50
http://res.cloudinary.com/dougsillars/image/upload/q_50/v1529005982/IMG_20180614_184507_ssuk1i.jpg
20%
513 KB
q_20
http://res.cloudinary.com/dougsillars/image/upload/q_20/v1529005982/IMG_20180614_184507_ssuk1i.jpg
Graphing the Results
https://developers.google.com/speed/docs/insights/OptimizeImages
Graphing the Results
https://developers.google.com/speed/docs/insights/OptimizeImages
Automate Quality vs. File Size
• Butteraugli
• SSIM: Structural SIMilarity
https://github.com/technopagan/cjpeg-dssim
cjpeg-dssim jpegoptim riga.jpg
http://res.cloudinary.com/dougsillars/image/upload/q_auto/v1529005982/IMG_20180614_184507_ssuk1i.jpg
SSIM
1.46 MB
http://res.cloudinary.com/dougsillars/image/upload/q_auto/v1529005982/IMG_20180614_184507_ssuk1i.jpg
Graphing the Results
https://developers.google.com/speed/docs/insights/OptimizeImages
Results:
• Test Load on Motorola G4:
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Formats – Average Size
HTTPArchive mobile websites 15/02/18
Image Formats – Average Size
HTTPArchive mobile websites 15/02/18
File Format: WebP
https://caniuse.com/#feat=webp
SSIM + WebP
986 KB
http://res.cloudinary.com/dougsillars/image/upload/q_auto,f_auto/v1529005982/IMG_20180614_184507_
File Format: Web
<picture>
<source width = "100%" type="image/webp" srcset=”riga.webp">
<img width = "100%" src=”riga_cjpeg_dssim.jpg"
alt=”Riga, Latvia">
</picture>
Image Format Use “In The Wild”
Median Improvement: 4.1s, 604 KB
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Sizing
-
Image Sizing
Image Sizing
-
Image Sizing
624
832
-
Image Sizing
624
832
12,979,000 pixels
519,000 pixels
_________________
-
12,460,000 pixels
Image Sizing
624
832
12,979,000 pixels
519,000 pixels
_________________
-
12,460,000 pixels
Image Sizing
https://twitter.com/paulcalvano/status/928751141843808256
Image Sizing
-
Responsive Images:
Generate a set of images
25 KB difference in size
Responsive Images
624
832
625,000 pixels
-
106,000 pixels
519,000 pixels
_________________
Responsive Breakpoint Generation
https://github.com/cloudinary/responsive_breakpoints_generator
http://www.responsivebreakpoints.com/
Responsive Images
Responsive Images Use “In The Wild”
500,000 mobile sites
Analyzed 3/15/18
Median Improvement: 2.7s, 416 KB
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Lazy Load
https://calendar.perfplanet.com/2017/progressive-image-loading-using-intersection-observer-and-sqip/
Lazy Load
https://calendar.perfplanet.com/2017/progressive-image-loading-using-intersection-observer-and-sqip/
Lazy Loading Use “In The Wild”
442,000 mobile sites
Analyzed 3/15/18
Median Improvement: 3.5s, 529 KB
Preview Images
Optimizing Content Delivery
Preview Images
https://github.com/technopagan/sqip
Lazy Loading: Experiments
Lazy Loading: Experiments
Lazy Loading: Experiments
Animated GIFs
Original MP4
1.4 MB
Animated GIFs
Animated GIFs
Animated GIF
3.8 MB
270% larger
Animated GIFs
Animated GIFs
MP4: 256 colors
247KB
93% smaller
Animated GIFs
Video Tags:
<video loop autoplay muted playsinline controls = "false” src="goats.mp4”/>
Video is not pre-loaded, will be last to download
Img tags are fast!
<picture>
<source type="video/mp4" srcset=”goats.mp4">
<source type="image/webp" srcset=”goats.webp">
<img src=”goats.gif">
</picture>
https://calendar.perfplanet.com/2017/animated-gif-without-the-gif/
Animated GIFs
Video
Video Quality Metrics
1.Does the Video Start?
2.Does the Video Stall?
3.Does it Look Good?
Video Startup
Conviva creen_Streaming_TV_Census_Report_FINAL.pdf
Q1 2018:
Video Startup
Conviva creen_Streaming_TV_Census_Report_FINAL.pdf
Q1 2018: Video Startup
16.9B total Video plays
400M Fail to Start
2B Abandoned before Start
..be Careful with Video Preload
Preload = “auto”
…be Careful with Preload
Background Video
Video Background
Video (as Downloaded): 5.3 MB
Video 5 MB
Audio 250 KB 5% of file
Best Practice:
To save bandwidth, remove the audio stream from videos that
are played silently.
Video Background: Mobile
Best Practice:
If Viewport will not support Video…
Don’t Download it
Video Background
Video Background
33.6 MB
27s
2560 x 1226
10 MBPS
Video Background
Best Practice:
Resize Video to reasonable size.
33.6 MB
27s
2560 x 1226
10 MBPS
Video Background
Best Practice:
Resize Video to reasonable size.
PROTIP: Renaming the file is not enough…
Video Resizing
• 1920x1080: 8.1 MB
• 1280x720: 4.3 MB
• 1080x608: 3.3 MB
• 720x405: 1.76 MB
http://res.cloudinary.com/dougsillars/video/upload/vc_auto,w_720/v1533591785/depend_p2ryou.mp4
Video Third Parties
Video Third Parties
Video Third Parties
Video Third Parties
Conclusion
Optimize Image:
Quality
Format
Sizing
Lazy Load if Possible
Only download Video when displayed
Strip audio if silent
Resize Videos for Mobile
Audit 3rd Party Videos
Streaming: Start with lower bitrates to speed video playback
Streaming: Conservative bitrates *may* reduce stalls, but will lower quality
Images
Video
Summary
Testing:
WebPageTest https://www.webpagetest.org
HttpArchive https://httparchive.org
Images:
ImageMagick https://www.imagemagick.org
SSIM https://github.com/technopagan/cjpeg-dssim
LazySizes https://github.com/aFarkas/lazysizes
Responsive Breakpoints http://www.responsivebreakpoints.com/
Cloudinary https://www.cloudinary.com
Tooling
Conclusion
Images and Video
Can Be Beautiful AND Fast

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