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<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>A Few Acknowledgements · FaceDetection Documentation</title><script data-outdated-warner src="../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.045/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL=".."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../assets/documenter.js"></script><script src="../siteinfo.js"></script><script src="../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../assets/themeswap.js"></script></head><body><div id="documenter"><nav class="docs-sidebar"><div class="docs-package-name"><span class="docs-autofit"><a href="../">FaceDetection Documentation</a></span></div><form class="docs-search" action="../search/"><input class="docs-search-query" id="documenter-search-query" name="q" type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li><a class="tocitem" href="../">Home</a></li><li><a class="tocitem" href="../usage/">Usage</a></li><li><a class="tocitem" href="../examples/">Examples</a></li><li><a class="tocitem" href="../benchmarking/">Benchmarking Results</a></li><li><a class="tocitem" href="../caveats/">Caveats</a></li><li><a class="tocitem" href="../resources/">Other Resources</a></li><li class="is-active"><a class="tocitem" href>A Few Acknowledgements</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li class="is-active"><a href>A Few Acknowledgements</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>A Few Acknowledgements</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/jakewilliami/FaceDetection.jl/blob/master/docs/src/acknowledgements.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Acknowledgements"><a class="docs-heading-anchor" href="#Acknowledgements">Acknowledgements</a><a id="Acknowledgements-1"></a><a class="docs-heading-anchor-permalink" href="#Acknowledgements" title="Permalink"></a></h1><p>Thank you to:</p><ul><li><a href="https://github.com/Simon-Hohberg"><strong>Simon Honberg</strong></a> for the original open-source Python code upon which this repository is largely based. This has provided me with an easy-to-read and clear foundation for the Julia implementation of this algorithm;</li><li><a href="https://www.merl.com/people/mjones"><strong>Michael Jones</strong></a> for (along with <a href="https://people.wgtn.ac.nz/tirta.susilo">Tirta Susilo</a>) suggesting the method for a <em>facelike-ness</em> measure;</li><li><a href="https://environment.leeds.ac.uk/staff/9408/dr-mahdi-rezaei"><strong>Mahdi Rezaei</strong></a> for helping me understand the full process of Viola-Jones&#39; object detection;</li><li><a href="https://ecs.wgtn.ac.nz/Main/GradYingBi"><strong>Ying Bi</strong></a> for always being happy to answer questions (which mainly turned out to be a lack of programming knowledge rather than conceptual; also with help from <a href="https://homepages.ecs.vuw.ac.nz/~xuebing/index.html"><strong>Bing Xue</strong></a>);</li><li><strong>Mr. H. Lockwood</strong> and <strong>Mr. D. Peck</strong> are Comp. Sci. students who have answered a few questions of mine;</li><li>Finally, the people in the Julia slack channel, for dealing with many (probably stupid) questions. Just a few who come to mind: Micket, David Sanders, Eric Forgy, Jakob Nissen, and Roel.</li></ul></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../resources/">« Other Resources</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Sunday 23 July 2023 02:38">Sunday 23 July 2023</span>. Using Julia version 1.9.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>A Few Acknowledgements · FaceDetection Documentation</title><script data-outdated-warner src="../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.045/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL=".."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../assets/documenter.js"></script><script src="../siteinfo.js"></script><script src="../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../assets/themeswap.js"></script></head><body><div id="documenter"><nav class="docs-sidebar"><div class="docs-package-name"><span class="docs-autofit"><a href="../">FaceDetection Documentation</a></span></div><form class="docs-search" action="../search/"><input class="docs-search-query" id="documenter-search-query" name="q" type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li><a class="tocitem" href="../">Home</a></li><li><a class="tocitem" href="../usage/">Usage</a></li><li><a class="tocitem" href="../examples/">Examples</a></li><li><a class="tocitem" href="../benchmarking/">Benchmarking Results</a></li><li><a class="tocitem" href="../caveats/">Caveats</a></li><li><a class="tocitem" href="../resources/">Other Resources</a></li><li class="is-active"><a class="tocitem" href>A Few Acknowledgements</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li class="is-active"><a href>A Few Acknowledgements</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>A Few Acknowledgements</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/jakewilliami/FaceDetection.jl/blob/master/docs/src/acknowledgements.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Acknowledgements"><a class="docs-heading-anchor" href="#Acknowledgements">Acknowledgements</a><a id="Acknowledgements-1"></a><a class="docs-heading-anchor-permalink" href="#Acknowledgements" title="Permalink"></a></h1><p>Thank you to:</p><ul><li><a href="https://github.com/Simon-Hohberg"><strong>Simon Honberg</strong></a> for the original open-source Python code upon which this repository is largely based. This has provided me with an easy-to-read and clear foundation for the Julia implementation of this algorithm;</li><li><a href="https://www.merl.com/people/mjones"><strong>Michael Jones</strong></a> for (along with <a href="https://people.wgtn.ac.nz/tirta.susilo">Tirta Susilo</a>) suggesting the method for a <em>facelike-ness</em> measure;</li><li><a href="https://environment.leeds.ac.uk/staff/9408/dr-mahdi-rezaei"><strong>Mahdi Rezaei</strong></a> for helping me understand the full process of Viola-Jones&#39; object detection;</li><li><a href="https://ecs.wgtn.ac.nz/Main/GradYingBi"><strong>Ying Bi</strong></a> for always being happy to answer questions (which mainly turned out to be a lack of programming knowledge rather than conceptual; also with help from <a href="https://homepages.ecs.vuw.ac.nz/~xuebing/index.html"><strong>Bing Xue</strong></a>);</li><li><strong>Mr. H. Lockwood</strong> and <strong>Mr. D. Peck</strong> are Comp. Sci. students who have answered a few questions of mine;</li><li>Finally, the people in the Julia slack channel, for dealing with many (probably stupid) questions. Just a few who come to mind: Micket, David Sanders, Eric Forgy, Jakob Nissen, and Roel.</li></ul></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../resources/">« Other Resources</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Monday 24 July 2023 02:37">Monday 24 July 2023</span>. Using Julia version 1.9.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
2 changes: 1 addition & 1 deletion dev/benchmarking/index.html
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CPU: Intel(R) Core(TM) i5-6360U CPU @ 2.00GHz
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-9.0.1 (ORCJIT, skylake)</code></pre><h2 id=".6-Update"><a class="docs-heading-anchor" href="#.6-Update">1.6 Update</a><a id=".6-Update-1"></a><a class="docs-heading-anchor-permalink" href="#.6-Update" title="Permalink"></a></h2><p>A few months after the release of Julia 1.6, I did some performance considerations (there are already quite a few nice features that come with 1.6). Now these are the benchmarking results (see <a href="https://github.com/jakewilliami/FaceDetection.jl/blob/master/benchmark/basic.jl"><code>benchmark/basic.jl</code></a>) Language of Implementation | Commit | Run Time in Seconds | Number of Allocations | Memory Usage –- | –- | –- | –- | –- <a href="https://github.com/jakewilliami/FaceDetection.jl/">Julia</a> | <a href=".">???</a> | 8.165 | 249021919 | 5.01 GiB</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../examples/">« Examples</a><a class="docs-footer-nextpage" href="../caveats/">Caveats »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Sunday 23 July 2023 02:38">Sunday 23 July 2023</span>. Using Julia version 1.9.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
LLVM: libLLVM-9.0.1 (ORCJIT, skylake)</code></pre><h2 id=".6-Update"><a class="docs-heading-anchor" href="#.6-Update">1.6 Update</a><a id=".6-Update-1"></a><a class="docs-heading-anchor-permalink" href="#.6-Update" title="Permalink"></a></h2><p>A few months after the release of Julia 1.6, I did some performance considerations (there are already quite a few nice features that come with 1.6). Now these are the benchmarking results (see <a href="https://github.com/jakewilliami/FaceDetection.jl/blob/master/benchmark/basic.jl"><code>benchmark/basic.jl</code></a>) Language of Implementation | Commit | Run Time in Seconds | Number of Allocations | Memory Usage –- | –- | –- | –- | –- <a href="https://github.com/jakewilliami/FaceDetection.jl/">Julia</a> | <a href=".">???</a> | 8.165 | 249021919 | 5.01 GiB</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../examples/">« Examples</a><a class="docs-footer-nextpage" href="../caveats/">Caveats »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Monday 24 July 2023 02:37">Monday 24 July 2023</span>. Using Julia version 1.9.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
2 changes: 1 addition & 1 deletion dev/caveats/index.html
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julia&gt; classifiers = learn(pos_training_path, neg_training_path, num_classifiers, min_feature_height, max_feature_height, min_feature_width, max_feature_width; scale = true, scale_to = (200, 200))

julia&gt; ensemble_vote_all(pos_testing_path, classifiers, scale = true, scale_to = (200, 200))</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../benchmarking/">« Benchmarking Results</a><a class="docs-footer-nextpage" href="../resources/">Other Resources »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Sunday 23 July 2023 02:38">Sunday 23 July 2023</span>. Using Julia version 1.9.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
julia&gt; ensemble_vote_all(pos_testing_path, classifiers, scale = true, scale_to = (200, 200))</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../benchmarking/">« Benchmarking Results</a><a class="docs-footer-nextpage" href="../resources/">Other Resources »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Monday 24 July 2023 02:37">Monday 24 July 2023</span>. Using Julia version 1.9.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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