왜 크로스엔트로피를 쓸까













YOUR LINK HERE:


http://youtube.com/watch?v=srdDQr07sGg



머신/딥러닝에서 크로스-엔트로피를 코스트함수로 사용하는 이유 중 두개를 소개.","styleRuns":[{"startIndex":0,"length":43,"styleRunExtensions":{"styleRunColorMapExtension":{"colorMap":[{"key":"USER_INTERFACE_THEME_DARK","value":4294967295},{"key":"USER_INTERFACE_THEME_LIGHT","value":4279440147}]}},"fontFamilyName":"Roboto"}]},"headerRuns":[{"startIndex":0,"length":43,"headerMapping":"ATTRIBUTED_STRING_HEADER_MAPPING_UNSPECIFIED"}]}},{"compositeVideoPrimaryInfoRenderer":{}},{"itemSectionRenderer":{"contents":[{"continuationItemRenderer":{"trigger":"CONTINUATION_TRIGGER_ON_ITEM_SHOWN","continuationEndpoint":{"clickTrackingParams":"CMoBELsvGAMiEwi7m4bP7r6MAxUzovQHHbgsD2E=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/next"}},"continuationCommand":{"token":"Eg0SC3NyZERRcjA3c0dnGAYyJSIRIgtzcmREUXIwN3NHZzAAeAJCEGNvbW1lbnRzLXNlY3Rpb24%3D","request":"CONTINUATION_REQUEST_TYPE_WATCH_NEXT"}}}}],"trackingParams":"CMoBELsvGAMiEwi7m4bP7r6MAxUzovQHHbgsD2E=","sectionIdentifier":"comment-item-section","targetId":"comments-section"}}],"trackingParams":"CMkBELovIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},"secondaryResults":{"secondaryResults":{"results":[{"compactVideoRenderer":{"videoId":"ve6gtpZV83E","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/ve6gtpZV83E/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG rs=AOn4CLAwUuLB58XgqQ1yhYGpUsAZHJt8vw","width":168,"height":94},{"url":"https://i.ytimg.com/vi/ve6gtpZV83E/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg== rs=AOn4CLDFYBnBo3_0bM15926rS6zbS93p_w","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"머신러닝의 기초 - 선형 회귀 한 번에 제대로 이해하기 (30분만 투자해봐요!) от „동빈나“ 232 962 показвания преди 5 години 37 минути"}},"simpleText":"머신러닝의 기초 - 선형 회귀 한 번에 제대로 이해하기 (30분만 투자해봐요!)"},"longBylineText":{"runs":[{"text":"동빈나","navigationEndpoint":{"clickTrackingParams":"CMIBEKQwGAAiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@dongbinna","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UChflhu32f5EUHlY7_SetNWw","canonicalBaseUrl":"/@dongbinna"}}}]},"publishedTimeText":{"simpleText":"преди 5 години"},"viewCountText":{"simpleText":"232 962 показвания"},"lengthText":{"accessibility":{"accessibilityData":{"label":"37 минути и 44 секунди"}},"simpleText":"37:44"},"navigationEndpoint":{"clickTrackingParams":"CMIBEKQwGAAiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWRI6ODu6avo0NuyAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=ve6gtpZV83E","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"ve6gtpZV83E","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr2---sn-uxaxiv0nxx5q-nv4l.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 onvi=1 id=bdeea0b69655f371 ip=185.82.219.199 initcwndbps=1490000 mt=1743786073 oweuc= pxtags=Cg4KAnR4Egg1MTQzNDAxNA rxtags=Cg4KAnR4Egg1MTQzNDAxNA%2CCg4KAnR4Egg1MTQzNDAxNQ%2CCg4KAnR4Egg1MTQzNDAxNg%2CCg4KAnR4Egg1MTQzNDAxNw"}}}}},"shortBylineText":{"runs":[{"text":"동빈나","navigationEndpoint":{"clickTrackingParams":"CMIBEKQwGAAiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@dongbinna","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UChflhu32f5EUHlY7_SetNWw","canonicalBaseUrl":"/@dongbinna"}}}]},"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_kCp3JU42k4KQ6yYbYbWDuQsNI7z2dUWPWjfnCyKLVLpg=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"ownerBadges":[{"metadataBadgeRenderer":{"icon":{"iconType":"CHECK_CIRCLE_THICK"},"style":"BADGE_STYLE_TYPE_VERIFIED","tooltip":"Потвърден","trackingParams":"CMIBEKQwGAAiEwi7m4bP7r6MAxUzovQHHbgsD2E=","accessibilityData":{"label":"Потвърден"}}}],"trackingParams":"CMIBEKQwGAAiEwi7m4bP7r6MAxUzovQHHbgsD2FA8ebXsumWqPe9AQ==","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"232 хиляди показвания"}},"simpleText":"232 хил. показвания"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Добавяне в опашката"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CMcBEP6YBBgHIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CMcBEP6YBBgHIhMIu5uGz-6-jAMVM6L0Bx24LA9h","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"ve6gtpZV83E","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CMcBEP6YBBgHIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["ve6gtpZV83E"],"params":"CAQ%3D"}},"videoIds":["ve6gtpZV83E"]}},{"clickTrackingParams":"CMcBEP6YBBgHIhMIu5uGz-6-jAMVM6L0Bx24LA9h","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Добавен в опашката"},"trackingParams":"CMgBELlqIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},"popupType":"TOAST"}}]}},"trackingParams":"CMcBEP6YBBgHIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CMYBENGqBRgIIhMIu5uGz-6-jAMVM6L0Bx24LA9h","offlineVideoEndpoint":{"videoId":"ve6gtpZV83E","onAddCommand":{"clickTrackingParams":"CMYBENGqBRgIIhMIu5uGz-6-jAMVM6L0Bx24LA9h","getDownloadActionCommand":{"videoId":"ve6gtpZV83E","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CMYBENGqBRgIIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Споделяне"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"CMIBEKQwGAAiEwi7m4bP7r6MAxUzovQHHbgsD2E=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"Cgt2ZTZndHBaVjgzRQ%3D%3D","commands":[{"clickTrackingParams":"CMIBEKQwGAAiEwi7m4bP7r6MAxUzovQHHbgsD2E=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CMUBEI5iIhMIu5uGz-6-jAMVM6L0Bx24LA9h","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"CMIBEKQwGAAiEwi7m4bP7r6MAxUzovQHHbgsD2E=","hasSeparator":true}}],"trackingParams":"CMIBEKQwGAAiEwi7m4bP7r6MAxUzovQHHbgsD2E=","accessibility":{"accessibilityData":{"label":"Меню за действия"}},"targetId":"watch-related-menu-button"}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"37 минути и 44 секунди"}},"simpleText":"37:44"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"За гледане по-късно","toggledTooltip":"Добавен","untoggledServiceEndpoint":{"clickTrackingParams":"CMQBEPnnAxgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"ve6gtpZV83E","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"CMQBEPnnAxgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"ve6gtpZV83E"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"За гледане по-късно"}},"toggledAccessibility":{"accessibilityData":{"label":"Добавен"}},"trackingParams":"CMQBEPnnAxgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Добавяне в опашката","toggledTooltip":"Добавен","untoggledServiceEndpoint":{"clickTrackingParams":"CMMBEMfsBBgDIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CMMBEMfsBBgDIhMIu5uGz-6-jAMVM6L0Bx24LA9h","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"ve6gtpZV83E","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CMMBEMfsBBgDIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["ve6gtpZV83E"],"params":"CAQ%3D"}},"videoIds":["ve6gtpZV83E"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Добавяне в опашката"}},"toggledAccessibility":{"accessibilityData":{"label":"Добавен"}},"trackingParams":"CMMBEMfsBBgDIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Сега слушате"}]}}}],"accessibility":{"accessibilityData":{"label":"머신러닝의 기초 - 선형 회귀 한 번에 제대로 이해하기 (30분만 투자해봐요!) – 37 минути – Към канала – 동빈나 - 232 хил. показвания - преди 5 години – пускане на видеоклипа"}},"richThumbnail":{"movingThumbnailRenderer":{"movingThumbnailDetails":{"thumbnails":[{"url":"https://i.ytimg.com/an_webp/ve6gtpZV83E/mqdefault_6s.webp?du=3000 sqp=CO6dwL8G rs=AOn4CLByFE5Jug1lLu5xsZoVWf6ZLqO-FQ","width":320,"height":180}],"logAsMovingThumbnail":true},"enableHoveredLogging":true,"enableOverlay":true}}}},{"compactVideoRenderer":{"videoId":"Dc0PQlNQhGY","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/Dc0PQlNQhGY/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG rs=AOn4CLBCnVF45OFw4vLx9wzj7OZ_5VHELg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/Dc0PQlNQhGY/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg== rs=AOn4CLCeha7MKyUl0o_aghOnryq2dBMajw","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"가장 쉬운 KL Divergence 완전정복! от „팡요랩 Pang-Yo Lab“ 12 897 показвания преди 6 години 51 минути"}},"simpleText":"가장 쉬운 KL Divergence 완전정복!"},"longBylineText":{"runs":[{"text":"팡요랩 Pang-Yo Lab","navigationEndpoint":{"clickTrackingParams":"CLsBEKQwGAEiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@pang-yolab2520","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCwkGvF7xKz2E0Lv-fZ9wv2g","canonicalBaseUrl":"/@pang-yolab2520"}}}]},"publishedTimeText":{"simpleText":"преди 6 години"},"viewCountText":{"simpleText":"12 897 показвания"},"lengthText":{"accessibility":{"accessibilityData":{"label":"51 минути и 20 секунди"}},"simpleText":"51:20"},"navigationEndpoint":{"clickTrackingParams":"CLsBEKQwGAEiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWRI6ODu6avo0NuyAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=Dc0PQlNQhGY","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"Dc0PQlNQhGY","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr1---sn-uxaxiv0nxx5q-nv4s.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 onvi=1 id=0dcd0f4253508466 ip=185.82.219.199 initcwndbps=1406250 mt=1743786073 oweuc= pxtags=Cg4KAnR4Egg1MTQzNDAxNA rxtags=Cg4KAnR4Egg1MTQzNDAxNA%2CCg4KAnR4Egg1MTQzNDAxNQ%2CCg4KAnR4Egg1MTQzNDAxNg%2CCg4KAnR4Egg1MTQzNDAxNw"}}}}},"shortBylineText":{"runs":[{"text":"팡요랩 Pang-Yo Lab","navigationEndpoint":{"clickTrackingParams":"CLsBEKQwGAEiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@pang-yolab2520","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCwkGvF7xKz2E0Lv-fZ9wv2g","canonicalBaseUrl":"/@pang-yolab2520"}}}]},"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_nBvMnY1AErRsRqluHmRUs0kXmidJAWh5X20F_QsroRMg=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"trackingParams":"CLsBEKQwGAEiEwi7m4bP7r6MAxUzovQHHbgsD2FA5ojCmqXow-YN","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"12 хиляди показвания"}},"simpleText":"12 хил. показвания"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Добавяне в опашката"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CMABEP6YBBgFIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CMABEP6YBBgFIhMIu5uGz-6-jAMVM6L0Bx24LA9h","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"Dc0PQlNQhGY","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CMABEP6YBBgFIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["Dc0PQlNQhGY"],"params":"CAQ%3D"}},"videoIds":["Dc0PQlNQhGY"]}},{"clickTrackingParams":"CMABEP6YBBgFIhMIu5uGz-6-jAMVM6L0Bx24LA9h","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Добавен в опашката"},"trackingParams":"CMEBELlqIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},"popupType":"TOAST"}}]}},"trackingParams":"CMABEP6YBBgFIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CL8BENGqBRgGIhMIu5uGz-6-jAMVM6L0Bx24LA9h","offlineVideoEndpoint":{"videoId":"Dc0PQlNQhGY","onAddCommand":{"clickTrackingParams":"CL8BENGqBRgGIhMIu5uGz-6-jAMVM6L0Bx24LA9h","getDownloadActionCommand":{"videoId":"Dc0PQlNQhGY","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CL8BENGqBRgGIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Споделяне"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"CLsBEKQwGAEiEwi7m4bP7r6MAxUzovQHHbgsD2E=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtEYzBQUWxOUWhHWQ%3D%3D","commands":[{"clickTrackingParams":"CLsBEKQwGAEiEwi7m4bP7r6MAxUzovQHHbgsD2E=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CL4BEI5iIhMIu5uGz-6-jAMVM6L0Bx24LA9h","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"CLsBEKQwGAEiEwi7m4bP7r6MAxUzovQHHbgsD2E=","hasSeparator":true}}],"trackingParams":"CLsBEKQwGAEiEwi7m4bP7r6MAxUzovQHHbgsD2E=","accessibility":{"accessibilityData":{"label":"Меню за действия"}}}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"51 минути и 20 секунди"}},"simpleText":"51:20"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"За гледане по-късно","toggledTooltip":"Добавен","untoggledServiceEndpoint":{"clickTrackingParams":"CL0BEPnnAxgBIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"Dc0PQlNQhGY","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"CL0BEPnnAxgBIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"Dc0PQlNQhGY"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"За гледане по-късно"}},"toggledAccessibility":{"accessibilityData":{"label":"Добавен"}},"trackingParams":"CL0BEPnnAxgBIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Добавяне в опашката","toggledTooltip":"Добавен","untoggledServiceEndpoint":{"clickTrackingParams":"CLwBEMfsBBgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CLwBEMfsBBgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"Dc0PQlNQhGY","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CLwBEMfsBBgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["Dc0PQlNQhGY"],"params":"CAQ%3D"}},"videoIds":["Dc0PQlNQhGY"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Добавяне в опашката"}},"toggledAccessibility":{"accessibilityData":{"label":"Добавен"}},"trackingParams":"CLwBEMfsBBgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Сега слушате"}]}}}],"accessibility":{"accessibilityData":{"label":"가장 쉬운 KL Divergence 완전정복! – 51 минути – Към канала – 팡요랩 Pang-Yo Lab - 12 хил. показвания - преди 6 години – пускане на видеоклипа"}},"richThumbnail":{"movingThumbnailRenderer":{"enableHoveredLogging":true,"enableOverlay":true}}}},{"compactVideoRenderer":{"videoId":"IwtexRHoWG0","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/IwtexRHoWG0/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG rs=AOn4CLBipUa-Y4TQzXBI2HhooPWla_REpw","width":168,"height":94},{"url":"https://i.ytimg.com/vi/IwtexRHoWG0/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg== rs=AOn4CLAYrUbVsjQoY6lnJSAsfLohYVqCmw","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"08-5: BERT от „서울대학교 산업공학과 DSBA 연구실“ 22 332 показвания преди 4 години 38 минути"}},"simpleText":"08-5: BERT"},"longBylineText":{"runs":[{"text":"서울대학교 산업공학과 DSBA 연구실","navigationEndpoint":{"clickTrackingParams":"CLQBEKQwGAIiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@dsba2979","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCPq01cgCcEwhXl7BvcwIQyg","canonicalBaseUrl":"/@dsba2979"}}}]},"publishedTimeText":{"simpleText":"преди 4 години"},"viewCountText":{"simpleText":"22 332 показвания"},"lengthText":{"accessibility":{"accessibilityData":{"label":"38 минути и 35 секунди"}},"simpleText":"38:35"},"navigationEndpoint":{"clickTrackingParams":"CLQBEKQwGAIiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWRI6ODu6avo0NuyAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=IwtexRHoWG0","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"IwtexRHoWG0","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr2---sn-uxaxiv0nxx5q-nv4l.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 onvi=1 id=230b5ec511e8586d ip=185.82.219.199 initcwndbps=1490000 mt=1743786073 oweuc= pxtags=Cg4KAnR4Egg1MTQzNDAxNA rxtags=Cg4KAnR4Egg1MTQzNDAxNA%2CCg4KAnR4Egg1MTQzNDAxNQ%2CCg4KAnR4Egg1MTQzNDAxNg%2CCg4KAnR4Egg1MTQzNDAxNw"}}}}},"shortBylineText":{"runs":[{"text":"서울대학교 산업공학과 DSBA 연구실","navigationEndpoint":{"clickTrackingParams":"CLQBEKQwGAIiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@dsba2979","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCPq01cgCcEwhXl7BvcwIQyg","canonicalBaseUrl":"/@dsba2979"}}}]},"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/xC-_9Ha8oMt7DLHBR9PU_eAW6eLmT4vmwbKKqDCgPQ1nOlNmoHVnaA37wxTGhyzAp0qfc9LI=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"trackingParams":"CLQBEKQwGAIiEwi7m4bP7r6MAxUzovQHHbgsD2FA7bChj9HY14Uj","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"22 хиляди показвания"}},"simpleText":"22 хил. показвания"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Добавяне в опашката"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CLkBEP6YBBgFIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CLkBEP6YBBgFIhMIu5uGz-6-jAMVM6L0Bx24LA9h","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"IwtexRHoWG0","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CLkBEP6YBBgFIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["IwtexRHoWG0"],"params":"CAQ%3D"}},"videoIds":["IwtexRHoWG0"]}},{"clickTrackingParams":"CLkBEP6YBBgFIhMIu5uGz-6-jAMVM6L0Bx24LA9h","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Добавен в опашката"},"trackingParams":"CLoBELlqIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},"popupType":"TOAST"}}]}},"trackingParams":"CLkBEP6YBBgFIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CLgBENGqBRgGIhMIu5uGz-6-jAMVM6L0Bx24LA9h","offlineVideoEndpoint":{"videoId":"IwtexRHoWG0","onAddCommand":{"clickTrackingParams":"CLgBENGqBRgGIhMIu5uGz-6-jAMVM6L0Bx24LA9h","getDownloadActionCommand":{"videoId":"IwtexRHoWG0","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CLgBENGqBRgGIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Споделяне"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"CLQBEKQwGAIiEwi7m4bP7r6MAxUzovQHHbgsD2E=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtJd3RleFJIb1dHMA%3D%3D","commands":[{"clickTrackingParams":"CLQBEKQwGAIiEwi7m4bP7r6MAxUzovQHHbgsD2E=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CLcBEI5iIhMIu5uGz-6-jAMVM6L0Bx24LA9h","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"CLQBEKQwGAIiEwi7m4bP7r6MAxUzovQHHbgsD2E=","hasSeparator":true}}],"trackingParams":"CLQBEKQwGAIiEwi7m4bP7r6MAxUzovQHHbgsD2E=","accessibility":{"accessibilityData":{"label":"Меню за действия"}}}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"38 минути и 35 секунди"}},"simpleText":"38:35"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"За гледане по-късно","toggledTooltip":"Добавен","untoggledServiceEndpoint":{"clickTrackingParams":"CLYBEPnnAxgBIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"IwtexRHoWG0","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"CLYBEPnnAxgBIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"IwtexRHoWG0"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"За гледане по-късно"}},"toggledAccessibility":{"accessibilityData":{"label":"Добавен"}},"trackingParams":"CLYBEPnnAxgBIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Добавяне в опашката","toggledTooltip":"Добавен","untoggledServiceEndpoint":{"clickTrackingParams":"CLUBEMfsBBgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CLUBEMfsBBgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"IwtexRHoWG0","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CLUBEMfsBBgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["IwtexRHoWG0"],"params":"CAQ%3D"}},"videoIds":["IwtexRHoWG0"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Добавяне в опашката"}},"toggledAccessibility":{"accessibilityData":{"label":"Добавен"}},"trackingParams":"CLUBEMfsBBgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Сега слушате"}]}}}],"accessibility":{"accessibilityData":{"label":"08-5: BERT – 38 минути – Към канала – 서울대학교 산업공학과 DSBA 연구실 - 22 хил. показвания - преди 4 години – пускане на видеоклипа"}},"richThumbnail":{"movingThumbnailRenderer":{"enableHoveredLogging":true,"enableOverlay":true}}}},{"compactVideoRenderer":{"videoId":"Cgxsv1riJhI","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/Cgxsv1riJhI/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG rs=AOn4CLDFXZwG16uOtVC19LQ3M8bmQbTEZQ","width":168,"height":94},{"url":"https://i.ytimg.com/vi/Cgxsv1riJhI/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg== rs=AOn4CLBHdQMBRaLtKq0b5YfzSgMtlr6Q_A","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"How computers learn to recognize objects instantly | Joseph Redmon от „TED“ 1 128 700 показвания преди 7 години 7 минути и 38 секунди"}},"simpleText":"How computers learn to recognize objects instantly | Joseph Redmon"},"longBylineText":{"runs":[{"text":"TED","navigationEndpoint":{"clickTrackingParams":"CK0BEKQwGAMiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@TED","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCAuUUnT6oDeKwE6v1NGQxug","canonicalBaseUrl":"/@TED"}}}]},"publishedTimeText":{"simpleText":"преди 7 години"},"viewCountText":{"simpleText":"1 128 700 показвания"},"lengthText":{"accessibility":{"accessibilityData":{"label":"7 минути и 38 секунди"}},"simpleText":"7:38"},"navigationEndpoint":{"clickTrackingParams":"CK0BEKQwGAMiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWRI6ODu6avo0NuyAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=Cgxsv1riJhI","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"Cgxsv1riJhI","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr1---sn-uxaxiv0nxx5q-nv4s.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 onvi=1 id=0a0c6cbf5ae22612 ip=185.82.219.199 initcwndbps=1406250 mt=1743786073 oweuc= pxtags=Cg4KAnR4Egg1MTQzNDAxNA rxtags=Cg4KAnR4Egg1MTQzNDAxNA%2CCg4KAnR4Egg1MTQzNDAxNQ%2CCg4KAnR4Egg1MTQzNDAxNg%2CCg4KAnR4Egg1MTQzNDAxNw"}}}}},"shortBylineText":{"runs":[{"text":"TED","navigationEndpoint":{"clickTrackingParams":"CK0BEKQwGAMiEwi7m4bP7r6MAxUzovQHHbgsD2EyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@TED","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCAuUUnT6oDeKwE6v1NGQxug","canonicalBaseUrl":"/@TED"}}}]},"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_koIFcCOrvh0KThLNOiazAIDu6hcs8bjkGNwe1f6A_OYm8=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"ownerBadges":[{"metadataBadgeRenderer":{"icon":{"iconType":"CHECK_CIRCLE_THICK"},"style":"BADGE_STYLE_TYPE_VERIFIED","tooltip":"Потвърден","trackingParams":"CK0BEKQwGAMiEwi7m4bP7r6MAxUzovQHHbgsD2E=","accessibilityData":{"label":"Потвърден"}}}],"trackingParams":"CK0BEKQwGAMiEwi7m4bP7r6MAxUzovQHHbgsD2FAksyI1_WXm4YK","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"1,1 милиона показвания"}},"simpleText":"1,1 млн. показвания"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Добавяне в опашката"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CLIBEP6YBBgHIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CLIBEP6YBBgHIhMIu5uGz-6-jAMVM6L0Bx24LA9h","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"Cgxsv1riJhI","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CLIBEP6YBBgHIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["Cgxsv1riJhI"],"params":"CAQ%3D"}},"videoIds":["Cgxsv1riJhI"]}},{"clickTrackingParams":"CLIBEP6YBBgHIhMIu5uGz-6-jAMVM6L0Bx24LA9h","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Добавен в опашката"},"trackingParams":"CLMBELlqIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},"popupType":"TOAST"}}]}},"trackingParams":"CLIBEP6YBBgHIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CLEBENGqBRgIIhMIu5uGz-6-jAMVM6L0Bx24LA9h","offlineVideoEndpoint":{"videoId":"Cgxsv1riJhI","onAddCommand":{"clickTrackingParams":"CLEBENGqBRgIIhMIu5uGz-6-jAMVM6L0Bx24LA9h","getDownloadActionCommand":{"videoId":"Cgxsv1riJhI","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CLEBENGqBRgIIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Споделяне"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"CK0BEKQwGAMiEwi7m4bP7r6MAxUzovQHHbgsD2E=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtDZ3hzdjFyaUpoSQ%3D%3D","commands":[{"clickTrackingParams":"CK0BEKQwGAMiEwi7m4bP7r6MAxUzovQHHbgsD2E=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CLABEI5iIhMIu5uGz-6-jAMVM6L0Bx24LA9h","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"CK0BEKQwGAMiEwi7m4bP7r6MAxUzovQHHbgsD2E=","hasSeparator":true}}],"trackingParams":"CK0BEKQwGAMiEwi7m4bP7r6MAxUzovQHHbgsD2E=","accessibility":{"accessibilityData":{"label":"Меню за действия"}}}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"7 минути и 38 секунди"}},"simpleText":"7:38"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"За гледане по-късно","toggledTooltip":"Добавен","untoggledServiceEndpoint":{"clickTrackingParams":"CK8BEPnnAxgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"Cgxsv1riJhI","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"CK8BEPnnAxgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"Cgxsv1riJhI"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"За гледане по-късно"}},"toggledAccessibility":{"accessibilityData":{"label":"Добавен"}},"trackingParams":"CK8BEPnnAxgCIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Добавяне в опашката","toggledTooltip":"Добавен","untoggledServiceEndpoint":{"clickTrackingParams":"CK4BEMfsBBgDIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CK4BEMfsBBgDIhMIu5uGz-6-jAMVM6L0Bx24LA9h","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"Cgxsv1riJhI","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CK4BEMfsBBgDIhMIu5uGz-6-jAMVM6L0Bx24LA9h","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["Cgxsv1riJhI"],"params":"CAQ%3D"}},"videoIds":["Cgxsv1riJhI"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Добавяне в опашката"}},"toggledAccessibility":{"accessibilityData":{"label":"Добавен"}},"trackingParams":"CK4BEMfsBBgDIhMIu5uGz-6-jAMVM6L0Bx24LA9h"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Сега слушате"}]}}}],"accessibility":{"accessibilityData":{"label":"How computers learn to recognize objects instantly | Joseph Redmon – 7 минути и 38 секунди – Към канала – TED - 1,1 млн. показвания - преди 7 години – пускане на видеоклипа"}},"richThumbnail":{"movingThumbnailRenderer":{"movingThumbnailDetails":{"thumbnails":[{"url":"https://i.ytimg.com/an_webp/Cgxsv1riJhI/mqdefault_6s.webp?du=3000 sqp=CIaNwL8G rs=AOn4CLDHOmhIacu4Xa4ErBUGRmI6ictB1g","width":320,"height":180}],"logAsMovingThumbnail":true},"enableHoveredLogging":true,"enableOverlay":true}}}},{"lockupViewModel":{"contentImage":{"collectionThumbnailViewModel":{"primaryThumbnail":{"thumbnailViewModel":{"image":{"sources":[{"url":"https://i9.ytimg.com/s_p/PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi/landscape_mqdefault.jpg?sqp=CLyiwL8Gir7X7AMICNGyiNsFEAE= rs=AOn4CLBBxt0MYdHD-YglUU99BIEj5aiyiw v=1533155665","width":320,"height":180},{"url":"https://i9.ytimg.com/s_p/PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi/landscape_sddefault.jpg?sqp=CLyiwL8Gir7X7AMICNGyiNsFEAE= rs=AOn4CLAYvCtGWF-y39ZclxH4Qp3daWQggQ v=1533155665","width":800,"height":450}]},"overlays":[{"thumbnailOverlayBadgeViewModel":{"thumbnailBadges":[{"thumbnailBadgeViewModel":{"icon":{"sources":[{"clientResource":{"imageName":"COURSE"}}]},"text":"8 урока","badgeStyle":"THUMBNAIL_OVERLAY_BADGE_STYLE_DEFAULT","backgroundColor":{"lightTheme":336166,"darkTheme":336166}}}],"position":"THUMBNAIL_OVERLAY_BADGE_POSITION_BOTTOM_END"}},{"thumbnailHoverOverlayViewModel":{"icon":{"sources":[{"clientResource":{"imageName":"PLAY_ALL"}}]},"text":{"content":"Пускане на всички","styleRuns":[{"startIndex":0,"length":17}]},"style":"THUMBNAIL_HOVER_OVERLAY_STYLE_COVER"}}],"backgroundColor":{"lightTheme":738124,"darkTheme":738124}}},"stackColor":{"lightTheme":7049881,"darkTheme":7374988}}},"metadata":{"lockupMetadataViewModel":{"title":{"content":"Neural networks"},"metadata":{"contentMetadataViewModel":{"metadataRows":[{"metadataParts":[{"text":{"content":"3Blue1Brown

#############################









Content Report
Youtor.org / YTube video Downloader © 2025

created by www.youtor.org