GET https://rct.dev.bbntimes.com/technology/using-computer-vision-and-machine-learning-for-smarter-recycling

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
_controller
"App\Controller\ArticleController::show"
_firewall_context
"security.firewall.map.context.main"
_links
Symfony\Component\WebLink\GenericLinkProvider {#3662
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    3783 => Symfony\Component\WebLink\Link {#3783
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      -rel: [
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      -attributes: [
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      ]
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    3781 => Symfony\Component\WebLink\Link {#3781
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      -rel: [
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      -attributes: [
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    3780 => Symfony\Component\WebLink\Link {#3780
      -href: "/build/502.js"
      -rel: [
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      ]
      -attributes: [
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      ]
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    3779 => Symfony\Component\WebLink\Link {#3779
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      -rel: [
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      -attributes: [
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      ]
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    3778 => Symfony\Component\WebLink\Link {#3778
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      -rel: [
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      -attributes: [
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    3777 => Symfony\Component\WebLink\Link {#3777
      -href: "/build/term-condition.js"
      -rel: [
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      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3776 => Symfony\Component\WebLink\Link {#3776
      -href: "/build/contact.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
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      ]
    }
    3775 => Symfony\Component\WebLink\Link {#3775
      -href: "/build/scroll-infinite-article.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3774 => Symfony\Component\WebLink\Link {#3774
      -href: "/build/app.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3773 => Symfony\Component\WebLink\Link {#3773
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      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3772 => Symfony\Component\WebLink\Link {#3772
      -href: "/build/term-condition-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3771 => Symfony\Component\WebLink\Link {#3771
      -href: "/build/contact-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
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      ]
    }
    3770 => Symfony\Component\WebLink\Link {#3770
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      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
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      ]
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}
_route
"article_show"
_route_params
[
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]
_security_firewall_run
"_security_main"
_stopwatch_token
"9f90a5"
category
"technology"
slug
"using-computer-vision-and-machine-learning-for-smarter-recycling"

Request Headers

Header Value
accept
"*/*"
accept-encoding
"gzip, br, zstd, deflate"
connection
"close"
cookie
"PHPSESSID=lc55humhj18ojannlbb9mj9jq2"
host
"rct.dev.bbntimes.com"
user-agent
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
x-php-ob-level
"1"

Request Content

Request content not available (it was retrieved as a resource).

Response

Response Headers

Header Value
cache-control
"no-cache, private"
content-type
"text/html; charset=UTF-8"
date
"Fri, 20 Jun 2025 04:50:10 GMT"
link
"</build/runtime.js>; rel="preload"; as="script",</build/644.js>; rel="preload"; as="script",</build/502.js>; rel="preload"; as="script",</build/app.js>; rel="preload"; as="script",</build/view-more.js>; rel="preload"; as="script",</build/term-condition.js>; rel="preload"; as="script",</build/contact.js>; rel="preload"; as="script",</build/scroll-infinite-article.js>; rel="preload"; as="script",</build/app.css>; rel="preload"; as="style",</build/cookie-style.css>; rel="preload"; as="style",</build/term-condition-css.css>; rel="preload"; as="style",</build/contact-css.css>; rel="preload"; as="style",</build/comment-css.css>; rel="preload"; as="style""
x-debug-token
"2c01c5"

Cookies

Request Cookies

Key Value
PHPSESSID
"lc55humhj18ojannlbb9mj9jq2"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created
"Fri, 20 Jun 25 04:50:06 +0000"
Last used
"Fri, 20 Jun 25 04:50:09 +0000"
Lifetime
0

Session Attributes

Attribute Value
_csrf/https-comment
"fQxmikjdQ5FSYyjWEH9uxXTx2xUsLGSddmFvT5JDQXo"
_csrf/https-cookie_accept
"FgO4wTN0CerLs6tXF5zkL2monn93HbPgHFtQ0W96P5Q"

Session Usage

6 Usages
Stateless check enabled
Usage
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:76
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:52
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:56
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 76
    "function" => "handleRaw"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Kernel.php"
    "line" => 197
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/runtime/Runner/Symfony/HttpKernelRunner.php"
    "line" => 35
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\Kernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    "line" => 29
    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
    "line" => 5
    "args" => [
      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
    "function" => "require_once"
  ]
]
Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage:41
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-core/Authentication/Token/Storage/UsageTrackingTokenStorage.php"
    "line" => 41
    "function" => "getMetadataBag"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/twig-bridge/AppVariable.php"
    "line" => 103
    "function" => "getToken"
    "class" => "Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Extension/CoreExtension.php"
    "line" => 1635
    "function" => "getUser"
    "class" => "Symfony\Bridge\Twig\AppVariable"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/var/cache/dev/twig/a4/a456f2f504a18cd81037fa69e543310c.php"
    "line" => 200
    "function" => "twig_get_attribute"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 394
    "function" => "doDisplay"
    "class" => "__TwigTemplate_824a013e4f3f4a68e03a2d244e765025"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 367
    "function" => "displayWithErrorHandling"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 379
    "function" => "display"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/TemplateWrapper.php"
    "line" => 38
    "function" => "render"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Environment.php"
    "line" => 280
    "function" => "render"
    "class" => "Twig\TemplateWrapper"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 448
    "function" => "render"
    "class" => "Twig\Environment"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 453
    "function" => "doRenderView"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 253
    "function" => "doRender"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/src/Controller/AppController.php"
    "line" => 126
    "function" => "render"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 181
    "function" => "renderHeader"
    "class" => "App\Controller\AppController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 76
    "function" => "handleRaw"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpCache/SubRequestHandler.php"
    "line" => 86
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Fragment/InlineFragmentRenderer.php"
    "line" => 78
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpCache\SubRequestHandler"
    "type" => "::"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Fragment/FragmentHandler.php"
    "line" => 83
    "function" => "render"
    "class" => "Symfony\Component\HttpKernel\Fragment\InlineFragmentRenderer"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/DependencyInjection/LazyLoadingFragmentHandler.php"
    "line" => 47
    "function" => "render"
    "class" => "Symfony\Component\HttpKernel\Fragment\FragmentHandler"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/twig-bridge/Extension/HttpKernelRuntime.php"
    "line" => 44
    "function" => "render"
    "class" => "Symfony\Component\HttpKernel\DependencyInjection\LazyLoadingFragmentHandler"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/var/cache/dev/twig/b9/b9cb140abab7ef4ef8cb398831c75ac0.php"
    "line" => 207
    "function" => "renderFragment"
    "class" => "Symfony\Bridge\Twig\Extension\HttpKernelRuntime"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 171
    "function" => "block_header"
    "class" => "__TwigTemplate_dc67cdc305f050f0a27ba7ef152f05af"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/var/cache/dev/twig/b9/b9cb140abab7ef4ef8cb398831c75ac0.php"
    "line" => 91
    "function" => "displayBlock"
    "class" => "Twig\Template"
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  [
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    "line" => 394
    "function" => "doDisplay"
    "class" => "__TwigTemplate_dc67cdc305f050f0a27ba7ef152f05af"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 367
    "function" => "displayWithErrorHandling"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/var/cache/dev/twig/c3/c336f4e76fc20e4db84e3be131276b68.php"
    "line" => 52
    "function" => "display"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 394
    "function" => "doDisplay"
    "class" => "__TwigTemplate_3ce0324a396de697d1fad9fabd68df72"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 367
    "function" => "displayWithErrorHandling"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 379
    "function" => "display"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/TemplateWrapper.php"
    "line" => 38
    "function" => "render"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Environment.php"
    "line" => 280
    "function" => "render"
    "class" => "Twig\TemplateWrapper"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 448
    "function" => "render"
    "class" => "Twig\Environment"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 453
    "function" => "doRenderView"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 253
    "function" => "doRender"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/src/Controller/ArticleController.php"
    "line" => 277
    "function" => "render"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 181
    "function" => "show"
    "class" => "App\Controller\ArticleController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 76
    "function" => "handleRaw"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Kernel.php"
    "line" => 197
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/runtime/Runner/Symfony/HttpKernelRunner.php"
    "line" => 35
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\Kernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    "line" => 29
    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
    "line" => 5
    "args" => [
      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
    "function" => "require_once"
  ]
]
Symfony\Component\Security\Http\Firewall\ContextListener:171
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-http/Firewall/ContextListener.php"
    "line" => 171
    "function" => "remove"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/Debug/WrappedListener.php"
    "line" => 116
    "function" => "onKernelResponse"
    "class" => "Symfony\Component\Security\Http\Firewall\ContextListener"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/EventDispatcher.php"
    "line" => 220
    "function" => "__invoke"
    "class" => "Symfony\Component\EventDispatcher\Debug\WrappedListener"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/EventDispatcher.php"
    "line" => 56
    "function" => "callListeners"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/Debug/TraceableEventDispatcher.php"
    "line" => 139
    "function" => "dispatch"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 214
    "function" => "dispatch"
    "class" => "Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 202
    "function" => "filterResponse"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 76
    "function" => "handleRaw"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Kernel.php"
    "line" => 197
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/runtime/Runner/Symfony/HttpKernelRunner.php"
    "line" => 35
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\Kernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    "line" => 29
    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
    "line" => 5
    "args" => [
      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
    "function" => "require_once"
  ]
]

Flashes

Flashes

No flash messages were created.

Server Parameters

Server Parameters

Defined in .env

Key Value
APP_ENV
"dev"
APP_SECRET
"0a988e63f011514eaabfc650b599af4d"
CORS_ALLOW_ORIGIN
"*"
DATABASE_URL
"mysql://bbndb_rctuser:33F5W25z40or0f7@localhost:3306/rct_bbntimes"
GOOGLE_RECAPTCHA_SECRET_KEY
"6LdV5fgpAAAAANxzTG8ZMfIjil1wu-1vrQvnUt-x"
GOOGLE_RECAPTCHA_SITE_KEY
"6LdV5fgpAAAAAENKcn73MJAhQrbtQeqgyC4wDLMP"
MAILER_DSN
"smtp://no-reply%40rct.dev.bbntimes.com:Bl6%26gLD48%26Of919@rct.dev.bbntimes.com:465"
MARIADB_PASSWORD
"i!87pK&!85ezc8"

Defined as regular env variables

Key Value
APP_DEBUG
"1"
BASE
"/public"
CONTEXT_DOCUMENT_ROOT
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
CONTEXT_PREFIX
""
DOCUMENT_ROOT
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
FCGI_ROLE
"RESPONDER"
GATEWAY_INTERFACE
"CGI/1.1"
HTTPS
"on"
HTTP_ACCEPT
"*/*"
HTTP_ACCEPT_ENCODING
"gzip, br, zstd, deflate"
HTTP_CONNECTION
"close"
HTTP_COOKIE
"PHPSESSID=lc55humhj18ojannlbb9mj9jq2"
HTTP_HOST
"rct.dev.bbntimes.com"
HTTP_USER_AGENT
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY
"0"
PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY
"0"
PATH
"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin"
PHP_SELF
"/public/index.php"
PP_CUSTOM_PHP_CGI_INDEX
"plesk-php81-fastcgi"
PP_CUSTOM_PHP_INI
"/var/www/vhosts/system/rct.dev.bbntimes.com/etc/php.ini"
QUERY_STRING
""
REDIRECT_BASE
"/public"
REDIRECT_HTTPS
"on"
REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY
"0"
REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY
"0"
REDIRECT_REDIRECT_HTTPS
"on"
REDIRECT_REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY
"0"
REDIRECT_REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY
"0"
REDIRECT_REDIRECT_SCRIPT_URI
"https://rct.dev.bbntimes.com/technology/using-computer-vision-and-machine-learning-for-smarter-recycling"
REDIRECT_REDIRECT_SCRIPT_URL
"/technology/using-computer-vision-and-machine-learning-for-smarter-recycling"
REDIRECT_REDIRECT_SSL_TLS_SNI
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS
"200"
REDIRECT_REDIRECT_UNIQUE_ID
"aFTofziffGmKURPcrUUr1gAAAAg"
REDIRECT_SCRIPT_URI
"https://rct.dev.bbntimes.com/technology/using-computer-vision-and-machine-learning-for-smarter-recycling"
REDIRECT_SCRIPT_URL
"/technology/using-computer-vision-and-machine-learning-for-smarter-recycling"
REDIRECT_SSL_TLS_SNI
"rct.dev.bbntimes.com"
REDIRECT_STATUS
"200"
REDIRECT_UNIQUE_ID
"aFTofziffGmKURPcrUUr1gAAAAg"
REDIRECT_URL
"/public/technology/using-computer-vision-and-machine-learning-for-smarter-recycling"
REMOTE_ADDR
"216.73.216.240"
REMOTE_PORT
"7087"
REQUEST_METHOD
"GET"
REQUEST_SCHEME
"https"
REQUEST_TIME
1750395008
REQUEST_TIME_FLOAT
1750395008.6714
REQUEST_URI
"/technology/using-computer-vision-and-machine-learning-for-smarter-recycling"
SCRIPT_FILENAME
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
SCRIPT_NAME
"/public/index.php"
SCRIPT_URI
"https://rct.dev.bbntimes.com/technology/using-computer-vision-and-machine-learning-for-smarter-recycling"
SCRIPT_URL
"/technology/using-computer-vision-and-machine-learning-for-smarter-recycling"
SERVER_ADDR
"5.196.1.209"
SERVER_ADMIN
"[no address given]"
SERVER_NAME
"rct.dev.bbntimes.com"
SERVER_PORT
"443"
SERVER_PROTOCOL
"HTTP/1.1"
SERVER_SIGNATURE
"<address>Apache Server at rct.dev.bbntimes.com Port 443</address>\n"
SERVER_SOFTWARE
"Apache"
SSL_TLS_SNI
"rct.dev.bbntimes.com"
SYMFONY_DOTENV_VARS
"APP_ENV,APP_SECRET,DATABASE_URL,MARIADB_PASSWORD,CORS_ALLOW_ORIGIN,MAILER_DSN,GOOGLE_RECAPTCHA_SECRET_KEY,GOOGLE_RECAPTCHA_SITE_KEY"
UNIQUE_ID
"aFTofziffGmKURPcrUUr1gAAAAg"

Sub Requests 6

CookieController :: renderAnalysis (token = f10366)

Key Value
_controller
"App\Controller\CookieController::renderAnalysis"
_format
"html"
_locale
"en"
_stopwatch_token
"9251ee"

AppController :: renderHeader (token = 77af67)

Key Value
_controller
"App\Controller\AppController::renderHeader"
_format
"html"
_locale
"en"
_stopwatch_token
"6317ee"
slug
"home"

ArticleController :: trendingArticle (token = acb87b)

Key Value
_controller
"App\Controller\ArticleController::trendingArticle"
_format
"html"
_locale
"en"
_stopwatch_token
"fd447d"
category
"Technology"

ArticleController :: relatedArticles (token = 293b50)

Key Value
_controller
"App\Controller\ArticleController::relatedArticles"
_format
"html"
_locale
"en"
_stopwatch_token
"2f7464"
current_article
App\Entity\Article {#1094
  -id: 4988
  -title: "Using Computer Vision and Machine Learning for Smarter Recycling"
  -slug: "using-computer-vision-and-machine-learning-for-smarter-recycling"
  -introtext: "<p>Governments should consider implementing smart recycling using computer vision and machine learning to address major issues in waste management.</p>\r\n"
  -content: """
    \r\n
    <p>Some developing countries face major challenges in managing and disposing of increasing amounts of garbage. These countries have&nbsp;<a href="https://www.sciencealert.com/a-growing-mountain-of-rubbish-in-india-will-soon-require-aircraft-warning-lights" target="_blank" rel="nofollow noopener">garbage piles that are more than 200 feet tall</a>&nbsp;and require aircraft warning lights. The impact of rising volumes of garbage can be witnessed across the globe as reports have shown the&nbsp;<a href="https://news.sky.com/story/everest-facing-mountain-of-rubbish-as-climbers-leave-waste-behind-11747800" target="_blank" rel="nofollow noopener">increasing amount of waste on Mount Everest.</a>&nbsp;Additionally, the&nbsp;<a href="https://www.dw.com/en/global-waste-to-pile-up-by-70-percent-in-2050/a-45588580" target="_blank" rel="nofollow noopener">volume of generated waste will be increasing by 70% by 2050.</a>&nbsp;Hence, managing and disposing of such large volumes of waste can become even more challenging. Governments must implement alternative methods of waste management and disposal such as smart recycling to address their challenges. However, government organizations must carefully analyze the existing challenges in waste disposal and management to find effective solutions.</p>\r\n
    <h2>Challenges with Conventional Recycling</h2>\r\n
    <div class="slate-resizable-image-embed slate-image-embed__resize-full-width"><img src="https://media.licdn.com/dms/image/C4E12AQHUUvm4Fipbvw/article-inline_image-shrink_1000_1488/0?e=1577923200&amp;v=beta&amp;t=S-c2AZHX8uAvkWxSNknuaVRCXwO11AlcpP0uevkyI6A" alt="No alt text provided for this image" data-media-urn="" data-li-src="https://media.licdn.com/dms/image/C4E12AQHUUvm4Fipbvw/article-inline_image-shrink_1000_1488/0?e=1577923200&amp;v=beta&amp;t=S-c2AZHX8uAvkWxSNknuaVRCXwO11AlcpP0uevkyI6A" /></div>\r\n
    <p>Globally, governments are taking the necessary measures and urging citizens to practice recycling. However, these measures haven’t proven to be reliable as citizens may be negligent at times and garbage collectors and recycling facilities may make errors while sorting waste. Hence, an alternative would be using sorters for separating and recycling waste. Sorters have remarkably improved the process of recycling. Sorters use infrared cameras to identify the material composition of different objects. After identifying the material composition, mechanical sorters can organize waste with the help of blowers. After sorting recyclable waste, recycling facilities can sell the materials to manufacturing plants or brokers. However, brokers and manufacturing plants have specific requirements regarding the type of recycled materials they will purchase. For instance, a plastic water bottle and a plastic salad container may have the same material of plastic, but a broker may not purchase the salad container due to food contamination. However, an infrared camera would sort these products together as they are made from the same material. In such conditions, conventional sorters can prove to be inaccurate. Hence, recycling facilities need to look for a more reliable alternative.</p>\r\n
    <h2>Smart Recycling Using Computer Vision and Machine Learning</h2>\r\n
    <p><a href="https://towardsdatascience.com/face-recognition-for-beginners-a7a9bd5eb5c2" target="_blank" rel="nofollow noopener">Computer vision has shown its potential in identifying human faces</a>&nbsp;accurately. Similar abilities of computer vision can be used to identify different types of waste. By combining computer vision with machine learning and robotics, recycling facilities can build robots that can perform automated smart recycling.</p>\r\n
    <p>Smart recycling systems can consist of different sensors to detect metals and 3D laser and spectroscopic cameras to capture images. These images can be sent to a centralized cloud for analysis. Machine learning models can accurately identify various waste materials and send feedback to smart recycling systems. Such machine learning models are trained using large volumes of images and videos of waste items to help the system identify recyclable waste. Also, smart recycling systems can weigh waste items with the help of robotic arms to determine whether waste boxes or cans are filled with food.</p>\r\n
    <p>In addition to waste sorting, smart recycling systems can gather data about different types of waste items that are collected. With such data, government organizations and recycling facilities can determine which types of recyclable waste are generated and how much garbage is generated on a monthly basis. Using this detailed data, government organizations can create waste reduction strategies and use the accumulated numbers to create public awareness about waste generation.</p>\r\n
    <p>Along with smart recycling, governments can use IoT and&nbsp;<a href="https://www.allerin.com/blog/4-ways-ai-can-revolutionize-waste-management" target="_blank" rel="nofollow noopener">AI for waste management.</a>&nbsp;By combining smart recycling and AI-powered waste management, governments can streamline the entire process from garbage collection to disposal. With such modern technologies, governments can speed up waste management procedures and keep up with the&nbsp;<a href="https://www.worldbank.org/en/topic/urbandevelopment/brief/solid-waste-management" target="_blank" rel="nofollow noopener">increasing rate of waste generation.</a>&nbsp;However, the problem of waste generation and management cannot be solved with technology only. Governments and people have to proactively reduce the generation of waste, use recyclable products, and spread awareness about the rising volume of garbage to address the issue of waste generation and management.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1572332449 {#1145
    date: 2019-10-29 07:00:49.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1572335851 {#1150
    date: 2019-10-29 07:57:31.0 UTC (+00:00)
  }
  -deletedAt: null
  -category: App\Entity\Category {#445 …}
  -status: "published"
  -imageCard: Proxies\__CG__\App\Entity\File {#1184 …}
  -ImageHeader: Proxies\__CG__\App\Entity\File {#1184 …}
  -featured: false
  -mainView: false
  -clicks: 3857
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1572332445 {#1148
    date: 2019-10-29 07:00:45.0 UTC (+00:00)
  }
  -metakey: ""
  -metadesc: "Governments should consider implementing smart recycling using computer vision and machine learning to address major issues in waste management."
  -robots: null
  -publishedAt: DateTime @1572332445 {#1147
    date: 2019-10-29 07:00:45.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

ArticleController :: relatedArticles (token = a72ed3)

Key Value
_controller
"App\Controller\ArticleController::relatedArticles"
_format
"html"
_locale
"en"
_stopwatch_token
"d9e406"
current_article
App\Entity\Article {#1094
  -id: 11499
  -title: "Is the Bank of England Set For a Fourth Straight Rate Hike?"
  -slug: "is-the-bank-of-england-set-for-a-fourth-straight-rate-hike"
  -introtext: "<p>There is a widespread expectation that the Bank of England (BoE) will&nbsp;raise rates once again.</p>\r\n"
  -content: """
    \r\n
    <p>Annual U.K. inflation reached a 30-year high of 7% in March 2022 as food and energy prices continued to soar.</p>\r\n
    <p>The Bank imposed its third hike in a row at its March meeting, taking the bank rate to 0.75%, and the market expects a 25 basis point increase to 1% when the MPC meets on Thursday.</p>\r\n
    <p>Official figures showed GDP increased by just 0.1 per cent in February 2022, compared to the robust 0.8 per cent seen in January 2022.</p>\r\n
    <p>Bank of England&nbsp;is expected to opt for a fourth consecutive interest rate hike on Thursday, but economists fear it is entering increasingly choppy waters.</p>\r\n
    <p>The European Central Bank, faced with much the same circumstances, actually is not raising rates.</p>\r\n
    <p>Like many central banks around the world,&nbsp;the Bank of England faces a tough task in reining in inflation without stomping out growth.</p>\r\n
    <p>Governor Andrew Bailey recently noted that the Bank is walking a “narrow path” between growth and inflation, and implied that the Bank may look to take a more incremental approach to tightening, rather than following the U.S. Federal Reserve with a 50 basis point hike.</p>\r\n
    <p>The&nbsp;Monetary Policy Committee (MPC) in February forecast inflation to reach a peak of 7.25% in April, but economists now expect it to exceed this and remain higher for longer in light of Russia’s invasion of Ukraine and subsequent spike in commodity prices.</p>\r\n
    <p>Even prior to the war in Ukraine, the MPC was projecting persistently high inflation and a darkening growth outlook, and ING Developed Markets Economist James Smith said new forecasts issued Thursday are likely to show that the growth-inflation trade-off has only magnified since.</p>\r\n
    <p>With this uniquely uncertain terrain comes expectation of greater divergence among policymakers. The MPC voted 8-1 in favor of March’s 25 basis point rise, with Deputy Governor John Cunliffe citing the two-sided risks to the inflation outlook as the reason for his vote to keep the bank rate unchanged.</p>\r\n
    <p>The Bank began unwinding its balance sheet in February, passively reducing the record £875 billion of U.K. gilts held at the start of the year, by not reinvesting maturing assets and actively selling its much smaller £20 billion of corporate bonds.</p>\r\n
    <p>&nbsp;</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1651688460 {#1145
    date: 2022-05-04 18:21:00.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1651688527 {#1150
    date: 2022-05-04 18:22:07.0 UTC (+00:00)
  }
  -deletedAt: null
  -category: App\Entity\Category {#445 …}
  -status: "published"
  -imageCard: Proxies\__CG__\App\Entity\File {#1184 …}
  -ImageHeader: Proxies\__CG__\App\Entity\File {#1184 …}
  -featured: false
  -mainView: false
  -clicks: 1054
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1651688460 {#1148
    date: 2022-05-04 18:21:00.0 UTC (+00:00)
  }
  -metakey: "Is the Bank of England Set For a Fourth Straight Rate Hike?"
  -metadesc: "There is a widespread expectation that the Bank of England (BoE) will\u{A0}raise rates once again."
  -robots: null
  -publishedAt: DateTime @1651688460 {#1147
    date: 2022-05-04 18:21:00.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

CookieController :: renderCookie (token = 360068)

Key Value
_controller
"App\Controller\CookieController::renderCookie"
_format
"html"
_locale
"en"
_stopwatch_token
"7002f5"