{"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,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_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":[],"_links":{"self":[{"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/posts\/209","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/comments?post=209"}],"version-history":[{"count":21,"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/posts\/209\/revisions"}],"predecessor-version":[{"id":302,"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/posts\/209\/revisions\/302"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/media\/303"}],"wp:attachment":[{"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/media?parent=209"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/categories?post=209"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jasoninerlangen.myqnapcloud.com\/WordPress\/wp-json\/wp\/v2\/tags?post=209"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}