GET https://kbin.spritesserver.nl/index.php/m/opencourselectures@slrpnk.net/commented/%E2%88%9E/videos

Response
200 OK
IP
216.73.216.163
Profiled on
Token
f15197

Security

Token

There is no security token.

Firewall

main Name
Security enabled
Stateless

Configuration

Key Value
provider security.user.provider.concrete.app_user_provider
context main
entry_point App\Security\KbinAuthenticator
user_checker App\Security\UserChecker
access_denied_handler (none)
access_denied_url (none)
authenticators 
[
  "two_factor"
  "remember_me"
  "App\Security\KbinAuthenticator"
  "App\Security\FacebookAuthenticator"
  "App\Security\GoogleAuthenticator"
  "App\Security\GithubAuthenticator"
  "App\Security\KeycloakAuthenticator"
]

Listeners

Listener Duration Response 
Symfony\Component\Security\Http\Firewall\ChannelListener {#723
  -map: Symfony\Component\Security\Http\AccessMap {#722 …}
  -logger: Monolog\Logger {#783 …}
  -httpPort: 80
  -httpsPort: 443
}
 0.00 ms (none) 
Symfony\Component\Security\Http\Firewall\ContextListener {#706
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\TokenStorage {#1017 …}
  -sessionKey: "_security_main"
  -logger: Monolog\Logger {#783 …}
  -userProviders: Symfony\Component\DependencyInjection\Argument\RewindableGenerator {#705 …}
  -dispatcher: Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher {#747 …}
  -registered: false
  -trustResolver: Scheb\TwoFactorBundle\Security\Authentication\AuthenticationTrustResolver {#780 …}
  -sessionTrackerEnabler: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage::enableUsageTracking(): void {#703 …}
}
 17.11 ms (none) 
Symfony\Component\Security\Http\Firewall\AuthenticatorManagerListener {#584
  -authenticatorManager: Symfony\Component\Security\Http\Authentication\AuthenticatorManager {#595 …}
}
 0.00 ms (none) 
Scheb\TwoFactorBundle\Security\Http\Firewall\TwoFactorAccessListener {#582
  -twoFactorFirewallConfig: Scheb\TwoFactorBundle\Security\TwoFactor\TwoFactorFirewallConfig {#842 …}
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -twoFactorAccessDecider: Scheb\TwoFactorBundle\Security\Authorization\TwoFactorAccessDecider {#581 …}
}
 0.06 ms (none) 
Symfony\Component\Security\Http\Firewall\AccessListener {#579
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -accessDecisionManager: Symfony\Component\Security\Core\Authorization\TraceableAccessDecisionManager {#937 …}
  -map: Symfony\Component\Security\Http\AccessMap {#722 …}
}
 0.00 ms (none) 
Symfony\Component\Security\Http\Firewall\LogoutListener {#786
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -options: [
    "csrf_parameter" => "_csrf_token"
    "csrf_token_id" => "logout"
    "logout_path" => "app_logout"
  ]
  -httpUtils: Symfony\Component\Security\Http\HttpUtils {#841 …}
  -csrfTokenManager: Symfony\Component\Security\Csrf\CsrfTokenManager {#1015 …}
  -eventDispatcher: Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher {#747 …}
}
 0.00 ms (none)

Authenticators

No authenticators have been recorded. Check previous profiles on your authentication endpoint.

Access Decision

affirmative Strategy
# Voter class
1 
"Symfony\Component\Security\Core\Authorization\Voter\AuthenticatedVoter"
2 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
3 
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
4 
"Symfony\Component\Security\Core\Authorization\Voter\ExpressionVoter"
5 
"App\Security\Voter\EntryCommentVoter"
6 
"App\Security\Voter\EntryVoter"
7 
"App\Security\Voter\MagazineVoter"
8 
"App\Security\Voter\MessageThreadVoter"
9 
"App\Security\Voter\MessageVoter"
10 
"App\Security\Voter\NotificationVoter"
11 
"App\Security\Voter\OAuth2UserConsentVoter"
12 
"App\Security\Voter\PostCommentVoter"
13 
"App\Security\Voter\PostVoter"
14 
"App\Security\Voter\UserVoter"

Access decision log

# Result Attributes Object
1 DENIED ROLE_USER 
null
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
2 DENIED moderate 
App\Entity\Entry {#2450
  +user: Proxies\__CG__\App\Entity\User {#1449 …}
  +magazine: App\Entity\Magazine {#399
    +icon: null
    +name: "opencourselectures@slrpnk.net"
    +title: "opencourselectures"
    +description: """
      This is a place to post freely available full-length lectures and courses of the sort available through MIT OCW. These are primarily intended for self-study and professional development.\n
      \n
      Rules:\n
      ------\n
      \n
      - Discussion on self-teaching and independent study are welcome\n
      - Please tag requests with [Request] in the title\n
      - Please use the [post template](https://slrpnk.net/post/3864789)\n
      \n
      [![](https://img.shields.io/lemmy/opencourselectures%40slrpnk.net?style=for-the-badge&logo=lemmy&label=Total%20Subscribers&color=%23FFDC76)](https://lemmy.ca/post/5635462)
      """
    +rules: null
    +subscriptionsCount: 1
    +entryCount: 4
    +entryCommentCount: 3
    +postCount: 1
    +postCommentCount: 2
    +isAdult: false
    +customCss: null
    +lastActive: DateTime @1729038828 {#328
      date: 2024-10-16 02:33:48.0 +02:00
    }
    +markedForDeletionAt: null
    +tags: null
    +moderators: Doctrine\ORM\PersistentCollection {#314 …}
    +ownershipRequests: Doctrine\ORM\PersistentCollection {#319 …}
    +moderatorRequests: Doctrine\ORM\PersistentCollection {#281 …}
    +entries: Doctrine\ORM\PersistentCollection {#240 …}
    +posts: Doctrine\ORM\PersistentCollection {#198 …}
    +subscriptions: Doctrine\ORM\PersistentCollection {#260 …}
    +bans: Doctrine\ORM\PersistentCollection {#177 …}
    +reports: Doctrine\ORM\PersistentCollection {#163 …}
    +badges: Doctrine\ORM\PersistentCollection {#141 …}
    +logs: Doctrine\ORM\PersistentCollection {#131 …}
    +awards: Doctrine\ORM\PersistentCollection {#120 …}
    +categories: Doctrine\ORM\PersistentCollection {#107 …}
    -id: 134
    +apId: "opencourselectures@slrpnk.net"
    +apProfileId: "https://slrpnk.net/c/opencourselectures"
    +apPublicUrl: "https://slrpnk.net/c/opencourselectures"
    +apFollowersUrl: "https://slrpnk.net/c/opencourselectures/followers"
    +apInboxUrl: "https://slrpnk.net/inbox"
    +apDomain: "slrpnk.net"
    +apPreferredUsername: "opencourselectures"
    +apDiscoverable: true
    +apManuallyApprovesFollowers: null
    +privateKey: null
    +publicKey: null
    +apFetchedAt: DateTime @1703943945 {#325
      date: 2023-12-30 14:45:45.0 +01:00
    }
    +apDeletedAt: null
    +apTimeoutAt: null
    +visibility: "visible             "
    +createdAt: DateTimeImmutable @1703943943 {#327
      date: 2023-12-30 14:45:43.0 +01:00
    }
  }
  +image: Proxies\__CG__\App\Entity\Image {#1892 …}
  +domain: Proxies\__CG__\App\Entity\Domain {#1374 …}
  +slug: "Convolutional-Neural-Networks-for-Visual-Recognition"
  +title: "Convolutional Neural Networks for Visual Recognition"
  +url: "https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv"
  +body: """
    Institution: Stanford  \n
    Lecturer: Fei-Fei Li, Justin Johnson, Serena Yeund  \n
    University Course Code: CS 231  \n
    Subject: #computervision #machinelearning\n
    \n
    ---\n
    \n
    Description: Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
    """
  +type: "video"
  +lang: "en"
  +isOc: false
  +hasEmbed: true
  +commentCount: 0
  +favouriteCount: 3
  +score: 0
  +isAdult: false
  +sticky: false
  +lastActive: DateTime @1705068049 {#1936
    date: 2024-01-12 15:00:49.0 +01:00
  }
  +ip: null
  +adaAmount: 0
  +tags: null
  +mentions: null
  +comments: Doctrine\ORM\PersistentCollection {#1904 …}
  +votes: Doctrine\ORM\PersistentCollection {#1786 …}
  +reports: Doctrine\ORM\PersistentCollection {#1780 …}
  +favourites: Doctrine\ORM\PersistentCollection {#1423 …}
  +notifications: Doctrine\ORM\PersistentCollection {#1433 …}
  +badges: Doctrine\ORM\PersistentCollection {#1436 …}
  +children: []
  -id: 29331
  -titleTs: "'convolut':1 'network':3 'neural':2 'recognit':6 'visual':5"
  -bodyTs: "'231':16 'advanc':72 'aka':66 'app':35 'applic':30,49 'approach':69 'architectur':98 'art':81 'becom':24 'car':43 'classif':57,114 'code':14 'collect':87,118 'comput':21,142 'computervis':18 'core':44 'cours':13 'cs':15 'cut':138 'cutting-edg':137 'debug':126 'deep':67,90,96 'descript':20 'detail':93,134 'detect':60 'develop':62 'dive':91 'drive':42 'drone':38 'edg':139 'end':105,107 'end-to-end':104 'fei':5,6 'fei-fei':4 'focus':101 'gain':132 'great':71 'imag':33,56,113 'implement':123 'institut':1 'johnson':9 'justin':8 'learn':68,97,103,121 'lectur':3,86,117 'li':7 'local':58 'machinelearn':19 'mani':46 'map':36 'medicin':37 'model':108 'network':65,130 'neural':64,129 'particular':112 'perform':74 'recent':61 'recognit':52,83 'research':140 'search':32 'self':41 'self-driv':40 'serena':10 'societi':28 'stanford':2 'state':78 'state-of-the-art':77 'student':119 'subject':17 'system':84 'task':53,111 'train':124 'ubiquit':25 'understand':34,135 'univers':12 'vision':22,143 'visual':51,82 'yeund':11"
  +cross: false
  +upVotes: 0
  +downVotes: 0
  +ranking: 1705072549
  +visibility: "visible             "
  +apId: "https://slrpnk.net/post/5695983"
  +editedAt: DateTimeImmutable @1721865206 {#1934
    date: 2024-07-25 01:53:26.0 +02:00
  }
  +createdAt: DateTimeImmutable @1705068049 {#1941
    date: 2024-01-12 15:00:49.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS DENIED 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
3 DENIED edit 
App\Entity\Entry {#2450
  +user: Proxies\__CG__\App\Entity\User {#1449 …}
  +magazine: App\Entity\Magazine {#399
    +icon: null
    +name: "opencourselectures@slrpnk.net"
    +title: "opencourselectures"
    +description: """
      This is a place to post freely available full-length lectures and courses of the sort available through MIT OCW. These are primarily intended for self-study and professional development.\n
      \n
      Rules:\n
      ------\n
      \n
      - Discussion on self-teaching and independent study are welcome\n
      - Please tag requests with [Request] in the title\n
      - Please use the [post template](https://slrpnk.net/post/3864789)\n
      \n
      [![](https://img.shields.io/lemmy/opencourselectures%40slrpnk.net?style=for-the-badge&logo=lemmy&label=Total%20Subscribers&color=%23FFDC76)](https://lemmy.ca/post/5635462)
      """
    +rules: null
    +subscriptionsCount: 1
    +entryCount: 4
    +entryCommentCount: 3
    +postCount: 1
    +postCommentCount: 2
    +isAdult: false
    +customCss: null
    +lastActive: DateTime @1729038828 {#328
      date: 2024-10-16 02:33:48.0 +02:00
    }
    +markedForDeletionAt: null
    +tags: null
    +moderators: Doctrine\ORM\PersistentCollection {#314 …}
    +ownershipRequests: Doctrine\ORM\PersistentCollection {#319 …}
    +moderatorRequests: Doctrine\ORM\PersistentCollection {#281 …}
    +entries: Doctrine\ORM\PersistentCollection {#240 …}
    +posts: Doctrine\ORM\PersistentCollection {#198 …}
    +subscriptions: Doctrine\ORM\PersistentCollection {#260 …}
    +bans: Doctrine\ORM\PersistentCollection {#177 …}
    +reports: Doctrine\ORM\PersistentCollection {#163 …}
    +badges: Doctrine\ORM\PersistentCollection {#141 …}
    +logs: Doctrine\ORM\PersistentCollection {#131 …}
    +awards: Doctrine\ORM\PersistentCollection {#120 …}
    +categories: Doctrine\ORM\PersistentCollection {#107 …}
    -id: 134
    +apId: "opencourselectures@slrpnk.net"
    +apProfileId: "https://slrpnk.net/c/opencourselectures"
    +apPublicUrl: "https://slrpnk.net/c/opencourselectures"
    +apFollowersUrl: "https://slrpnk.net/c/opencourselectures/followers"
    +apInboxUrl: "https://slrpnk.net/inbox"
    +apDomain: "slrpnk.net"
    +apPreferredUsername: "opencourselectures"
    +apDiscoverable: true
    +apManuallyApprovesFollowers: null
    +privateKey: null
    +publicKey: null
    +apFetchedAt: DateTime @1703943945 {#325
      date: 2023-12-30 14:45:45.0 +01:00
    }
    +apDeletedAt: null
    +apTimeoutAt: null
    +visibility: "visible             "
    +createdAt: DateTimeImmutable @1703943943 {#327
      date: 2023-12-30 14:45:43.0 +01:00
    }
  }
  +image: Proxies\__CG__\App\Entity\Image {#1892 …}
  +domain: Proxies\__CG__\App\Entity\Domain {#1374 …}
  +slug: "Convolutional-Neural-Networks-for-Visual-Recognition"
  +title: "Convolutional Neural Networks for Visual Recognition"
  +url: "https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv"
  +body: """
    Institution: Stanford  \n
    Lecturer: Fei-Fei Li, Justin Johnson, Serena Yeund  \n
    University Course Code: CS 231  \n
    Subject: #computervision #machinelearning\n
    \n
    ---\n
    \n
    Description: Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
    """
  +type: "video"
  +lang: "en"
  +isOc: false
  +hasEmbed: true
  +commentCount: 0
  +favouriteCount: 3
  +score: 0
  +isAdult: false
  +sticky: false
  +lastActive: DateTime @1705068049 {#1936
    date: 2024-01-12 15:00:49.0 +01:00
  }
  +ip: null
  +adaAmount: 0
  +tags: null
  +mentions: null
  +comments: Doctrine\ORM\PersistentCollection {#1904 …}
  +votes: Doctrine\ORM\PersistentCollection {#1786 …}
  +reports: Doctrine\ORM\PersistentCollection {#1780 …}
  +favourites: Doctrine\ORM\PersistentCollection {#1423 …}
  +notifications: Doctrine\ORM\PersistentCollection {#1433 …}
  +badges: Doctrine\ORM\PersistentCollection {#1436 …}
  +children: []
  -id: 29331
  -titleTs: "'convolut':1 'network':3 'neural':2 'recognit':6 'visual':5"
  -bodyTs: "'231':16 'advanc':72 'aka':66 'app':35 'applic':30,49 'approach':69 'architectur':98 'art':81 'becom':24 'car':43 'classif':57,114 'code':14 'collect':87,118 'comput':21,142 'computervis':18 'core':44 'cours':13 'cs':15 'cut':138 'cutting-edg':137 'debug':126 'deep':67,90,96 'descript':20 'detail':93,134 'detect':60 'develop':62 'dive':91 'drive':42 'drone':38 'edg':139 'end':105,107 'end-to-end':104 'fei':5,6 'fei-fei':4 'focus':101 'gain':132 'great':71 'imag':33,56,113 'implement':123 'institut':1 'johnson':9 'justin':8 'learn':68,97,103,121 'lectur':3,86,117 'li':7 'local':58 'machinelearn':19 'mani':46 'map':36 'medicin':37 'model':108 'network':65,130 'neural':64,129 'particular':112 'perform':74 'recent':61 'recognit':52,83 'research':140 'search':32 'self':41 'self-driv':40 'serena':10 'societi':28 'stanford':2 'state':78 'state-of-the-art':77 'student':119 'subject':17 'system':84 'task':53,111 'train':124 'ubiquit':25 'understand':34,135 'univers':12 'vision':22,143 'visual':51,82 'yeund':11"
  +cross: false
  +upVotes: 0
  +downVotes: 0
  +ranking: 1705072549
  +visibility: "visible             "
  +apId: "https://slrpnk.net/post/5695983"
  +editedAt: DateTimeImmutable @1721865206 {#1934
    date: 2024-07-25 01:53:26.0 +02:00
  }
  +createdAt: DateTimeImmutable @1705068049 {#1941
    date: 2024-01-12 15:00:49.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS DENIED 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
4 DENIED moderate 
App\Entity\Entry {#2450
  +user: Proxies\__CG__\App\Entity\User {#1449 …}
  +magazine: App\Entity\Magazine {#399
    +icon: null
    +name: "opencourselectures@slrpnk.net"
    +title: "opencourselectures"
    +description: """
      This is a place to post freely available full-length lectures and courses of the sort available through MIT OCW. These are primarily intended for self-study and professional development.\n
      \n
      Rules:\n
      ------\n
      \n
      - Discussion on self-teaching and independent study are welcome\n
      - Please tag requests with [Request] in the title\n
      - Please use the [post template](https://slrpnk.net/post/3864789)\n
      \n
      [![](https://img.shields.io/lemmy/opencourselectures%40slrpnk.net?style=for-the-badge&logo=lemmy&label=Total%20Subscribers&color=%23FFDC76)](https://lemmy.ca/post/5635462)
      """
    +rules: null
    +subscriptionsCount: 1
    +entryCount: 4
    +entryCommentCount: 3
    +postCount: 1
    +postCommentCount: 2
    +isAdult: false
    +customCss: null
    +lastActive: DateTime @1729038828 {#328
      date: 2024-10-16 02:33:48.0 +02:00
    }
    +markedForDeletionAt: null
    +tags: null
    +moderators: Doctrine\ORM\PersistentCollection {#314 …}
    +ownershipRequests: Doctrine\ORM\PersistentCollection {#319 …}
    +moderatorRequests: Doctrine\ORM\PersistentCollection {#281 …}
    +entries: Doctrine\ORM\PersistentCollection {#240 …}
    +posts: Doctrine\ORM\PersistentCollection {#198 …}
    +subscriptions: Doctrine\ORM\PersistentCollection {#260 …}
    +bans: Doctrine\ORM\PersistentCollection {#177 …}
    +reports: Doctrine\ORM\PersistentCollection {#163 …}
    +badges: Doctrine\ORM\PersistentCollection {#141 …}
    +logs: Doctrine\ORM\PersistentCollection {#131 …}
    +awards: Doctrine\ORM\PersistentCollection {#120 …}
    +categories: Doctrine\ORM\PersistentCollection {#107 …}
    -id: 134
    +apId: "opencourselectures@slrpnk.net"
    +apProfileId: "https://slrpnk.net/c/opencourselectures"
    +apPublicUrl: "https://slrpnk.net/c/opencourselectures"
    +apFollowersUrl: "https://slrpnk.net/c/opencourselectures/followers"
    +apInboxUrl: "https://slrpnk.net/inbox"
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    +apPreferredUsername: "opencourselectures"
    +apDiscoverable: true
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    +publicKey: null
    +apFetchedAt: DateTime @1703943945 {#325
      date: 2023-12-30 14:45:45.0 +01:00
    }
    +apDeletedAt: null
    +apTimeoutAt: null
    +visibility: "visible             "
    +createdAt: DateTimeImmutable @1703943943 {#327
      date: 2023-12-30 14:45:43.0 +01:00
    }
  }
  +image: Proxies\__CG__\App\Entity\Image {#1892 …}
  +domain: Proxies\__CG__\App\Entity\Domain {#1374 …}
  +slug: "Convolutional-Neural-Networks-for-Visual-Recognition"
  +title: "Convolutional Neural Networks for Visual Recognition"
  +url: "https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv"
  +body: """
    Institution: Stanford  \n
    Lecturer: Fei-Fei Li, Justin Johnson, Serena Yeund  \n
    University Course Code: CS 231  \n
    Subject: #computervision #machinelearning\n
    \n
    ---\n
    \n
    Description: Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
    """
  +type: "video"
  +lang: "en"
  +isOc: false
  +hasEmbed: true
  +commentCount: 0
  +favouriteCount: 3
  +score: 0
  +isAdult: false
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"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS DENIED 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details