{"id":918,"date":"2025-10-07T23:28:22","date_gmt":"2025-10-07T15:28:22","guid":{"rendered":"https:\/\/oknomad.blog\/?p=918"},"modified":"2025-10-07T23:42:24","modified_gmt":"2025-10-07T15:42:24","slug":"a-prime-model-of-physics-pixel-is-the-best-tool-to-generate-training-data-for-physics-pixels","status":"publish","type":"post","link":"https:\/\/oknomad.blog\/?p=918","title":{"rendered":"a prime model of physics pixel is the best tool to generate training data for itself or for physics pixels"},"content":{"rendered":"\n<p>There are two basic approaches to get training data: 1) labeling a visual flow with physics parameters, 2) creating a virtual flow with physics parameters. anyway, by a visual flow with physics parameters, you can train a primitive model of physics pixel firstly. and then apply iternative self-training with human in loop  to make the primitive model get better, in which the primitive model generates training data by labeling or creating visual with physics parameters.<\/p>\n\n\n\n<p>by the way, creating a cyber matrix world of physics pixels is not only good for training but  also very cool, isnt it? <\/p>\n\n\n\n<p>Grok remind me that: synthetic flows (CyberMatrix) are more scalable than real-world labeling.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>There are two basic approaches to get training data: 1) labeling a visual flow with physics parameters, 2) creating a virtual flow with physics parameters.&#8230;<\/p>\n<div class=\"more-link-wrapper\"><a class=\"more-link\" href=\"https:\/\/oknomad.blog\/?p=918\">Continue reading<span class=\"screen-reader-text\">a prime model of physics pixel is the best tool to generate training data for itself or for physics pixels<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"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,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-918","post","type-post","status-publish","format-standard","hentry","category-uncategorized","entry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/oknomad.blog\/index.php?rest_route=\/wp\/v2\/posts\/918","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oknomad.blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/oknomad.blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/oknomad.blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/oknomad.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=918"}],"version-history":[{"count":6,"href":"https:\/\/oknomad.blog\/index.php?rest_route=\/wp\/v2\/posts\/918\/revisions"}],"predecessor-version":[{"id":927,"href":"https:\/\/oknomad.blog\/index.php?rest_route=\/wp\/v2\/posts\/918\/revisions\/927"}],"wp:attachment":[{"href":"https:\/\/oknomad.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=918"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/oknomad.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=918"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/oknomad.blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=918"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}