{"id":209,"date":"2020-05-11T11:55:34","date_gmt":"2020-05-11T10:55:34","guid":{"rendered":"https:\/\/jasoninerlangen.myqnapcloud.com:8081\/WordPress\/?p=209"},"modified":"2020-05-29T12:52:36","modified_gmt":"2020-05-29T11:52:36","slug":"project-computer-vision-writer-identification","status":"publish","type":"post","link":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/project-computer-vision-writer-identification\/","title":{"rendered":"Project Computer Vision-Writer Identification and Writer Retrieval"},"content":{"rendered":"\n<div style=\"height: 250px; position:relative; margin-bottom: 50px;\" class=\"wp-block-simple-code-block-ace\"><pre class=\"wp-block-simple-code-block-ace\" style=\"position:absolute;top:0;right:0;bottom:0;left:0\" data-mode=\"plain_text\" data-theme=\"terminal\" data-fontsize=\"14\" data-lines=\"Infinity\" data-showlines=\"true\" data-copy=\"false\">#train: 1182\n> compute VLAD for test\n#test: 3600\n100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 3600\/3600 [03:06&lt;00:00, 23.58it\/s]\n> evaluate\nTop-1 accuracy: 0.8252777777777778 - mAP: 0.6322492880620519\n> compute VLAD for train (for E-SVM)\n100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 1182\/1182 [00:47&lt;00:00, 24.75it\/s]\n> esvm computation\n100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 3600\/3600 [04:22&lt;00:00, 11.16it\/s]\n> evaluate\nTop-1 accuracy: 0.8855555555555555 - mAP: 0.7529465135552553<\/pre><\/div>\n\n\n<h2 id=\"tablepress-2-name\" class=\"tablepress-table-name tablepress-table-name-id-2\">Hardware<\/h2>\n\n<table id=\"tablepress-2\" class=\"tablepress tablepress-id-2\" aria-labelledby=\"tablepress-2-name\">\n<thead>\n<tr class=\"row-1\">\n\t<th class=\"column-1\">CPU<\/th><th class=\"column-2\">Intel 8700K @4.4GHz all cores<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-striping row-hover\">\n<tr class=\"row-2\">\n\t<td class=\"column-1\">RAM<\/td><td class=\"column-2\">16GB @3000MHz<\/td>\n<\/tr>\n<tr class=\"row-3\">\n\t<td class=\"column-1\">NVMe SSD<\/td><td class=\"column-2\">512GB<\/td>\n<\/tr>\n<tr class=\"row-4\">\n\t<td class=\"column-1\">GPU<\/td><td class=\"column-2\">GTX 1070Ti 8GB<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<!-- #tablepress-2 from cache -->\n\n\n<h5>Interesting Stuff:&nbsp;<\/h5>\n<p>Multiprocessing in Python<\/p>\n<p>Argument parsing<\/p>\n<p>File processing<\/p>","protected":false},"excerpt":{"rendered":"<p>Interesting Stuff:&nbsp; Multiprocessing in Python Argument parsing File processing<\/p>\n","protected":false},"author":1,"featured_media":303,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[2],"tags":[7,10],"class_list":["post-209","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-coding","tag-computer-vision","tag-machine-learning"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"#train: 1182 &gt; compute VLAD for test #test: 3600 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 3600\/3600 [03:06 evaluate Top-1 accuracy: 0.8252777777777778 - mAP: 0.6322492880620519 &gt; compute VLAD for train (for E-SVM) 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 1182\/1182 [00:47 esvm computation 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 3600\/3600 [04:22 evaluate Top-1 accuracy: 0.8855555555555555 - mAP: 0.7529465135552553 Interesting Stuff: Multiprocessing in Python Argument parsing File\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"admin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/project-computer-vision-writer-identification\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.1.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Jason&#039;s Cookbook - Coding, Cooking and Culture\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Project Computer Vision-Writer Identification and Writer Retrieval - Jason&#039;s Cookbook\" \/>\n\t\t<meta property=\"og:description\" content=\"#train: 1182 &gt; compute VLAD for test #test: 3600 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 3600\/3600 [03:06 evaluate Top-1 accuracy: 0.8252777777777778 - mAP: 0.6322492880620519 &gt; compute VLAD for train (for E-SVM) 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 1182\/1182 [00:47 esvm computation 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 3600\/3600 [04:22 evaluate Top-1 accuracy: 0.8855555555555555 - mAP: 0.7529465135552553 Interesting Stuff: Multiprocessing in Python Argument parsing File\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/project-computer-vision-writer-identification\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2020-05-11T10:55:34+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2020-05-29T11:52:36+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/atm7602001\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:site\" content=\"@JiaweiJason\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Project Computer Vision-Writer Identification and Writer Retrieval - Jason&#039;s Cookbook\" \/>\n\t\t<meta name=\"twitter:description\" content=\"#train: 1182 &gt; compute VLAD for test #test: 3600 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 3600\/3600 [03:06 evaluate Top-1 accuracy: 0.8252777777777778 - mAP: 0.6322492880620519 &gt; compute VLAD for train (for E-SVM) 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 1182\/1182 [00:47 esvm computation 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 3600\/3600 [04:22 evaluate Top-1 accuracy: 0.8855555555555555 - mAP: 0.7529465135552553 Interesting Stuff: Multiprocessing in Python Argument parsing File\" \/>\n\t\t<meta name=\"twitter:creator\" content=\"@JiaweiJason\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/jasoninerlangen.myqnapcloud.com\\\/WordPress\\\/project-computer-vision-writer-identification\\\/#blogposting\",\"name\":\"Project Computer Vision-Writer Identification and Writer Retrieval - 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