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<!DOCTYPE html>
<html>
<head>
<meta charset='UTF-8'>
<link rel='stylesheet' href='https://fonts.googleapis.com/css?family=Open+Sans:300,400,600'>
<link rel='stylesheet' href='assets/css/style.css'>
<title>Neural Neighbors</title>
<meta name='author' content='Douglas Duhaime'>
</head>
<body>
<div class='app-wrapper'>
<header class='header'>
<img class='logo' src='assets/images/DHLab-mark.svg' alt='DHLAB logo'>
<div class='app-name'>NEURAL NEIGHBORS</div>
<div class='tagline'>Pictorial Tropes in the Meserve-Kunhardt Collection</div>
</header>
<section class='slideshow slideshow-texture'>
<div class='slideshow-items'></div>
<div class='slideshow-guide'>
<p>Explore selections of over 27,000 photographs from the <a href='http://hdl.handle.net/10079/fa/beinecke.meservekunhardt' target='_blank'>Meserve-Kunhardt Collection</a> at Yale’s <a href='http://beinecke.library.yale.edu' target='_blank'>Beinecke Rare Book & Manuscript Library</a>. Reload this page for more.</p>
<p class="technical">Similarity based on <a href='https://en.wikipedia.org/wiki/Nearest_neighbor_search#Approximate_nearest_neighbor' target='_blank'>approximate nearest neighbors</a> from 2,048 dimensions in the penultimate tensor of an <a href='https://www.cs.unc.edu/~wliu/papers/GoogLeNet.pdf' target='_blank'>Inception </a>Convolutional Neural Network, trained on <a href='http://image-net.org/challenges/LSVRC/2012/' target='_blank'>ImageNet 2012</a>. Inference run using <a href='https://www.tensorflow.org/versions/r0.10/tutorials/image_recognition/index.html' target='_blank'>TensorFlow</a> with CUDA-accelearted <a href='https://developer.nvidia.com/cudnn' target='_blank'>cuDNN</a>. NVIDIA hardware courtesy <a href='http://research.computing.yale.edu' target='_blank'>Yale Center for Research Computing</a>.</p>
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<footer class='footer'>
<a href='http://beinecke.library.yale.edu' target='_blank'><img class='watermark' src='assets/images/beinecke-logo.svg'></a>
<div class='experiment'>An experiment of the Yale Digital Humanities Lab</div>
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