These courses explore how machines achieve understanding of images and videos. We’ll cover computer vision topics like automatic recognition of objects and activities and the world’s first deep learning enabled camera—not to mention giving demonstrations of use cases like video editing and satellite image classification.
| 1 x Booting (66.45%) | 687.65ms |
| 1 x Application (33.31%) | 344.76ms |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| 6 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| 6 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| 6 | |
| 7 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| 6 | |
| 7 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
| 6 | |
| 7 | |
| Params | |
|---|---|
| 0 | |
| 1 | |
| 2 | |
| 3 | |
| 4 | |
| 5 | |
select * from `courses` where `slug_ar` = 'seeing-clearly:-computer-vision-theoryzaZ' limit 1| Metadata | |
|---|---|
| Bindings |
|
| Backtrace |
|
update `courses` set `visitors` = `visitors` + 1, `courses`.`updated_at` = '2025-06-11 10:10:16' where `id` = 1032| Metadata | |
|---|---|
| Bindings |
|
| Backtrace |
|
select `id`, `name_en`, `name_ar`, `topic_id`, `slug_en`, `slug_ar` from `subjects` where `subjects`.`id` in (16)| Metadata | |
|---|---|
| Backtrace |
|
select `id`, `name_en`, `name_ar`, `slug_en`, `slug_ar` from `topics` where `topics`.`id` in (1)| Metadata | |
|---|---|
| Backtrace |
|
select * from `institutions` where `institutions`.`id` in (100) and `institutions`.`deleted_at` is null| Metadata | |
|---|---|
| Backtrace |
|
select * from `providers` where `providers`.`id` in (12) and `providers`.`deleted_at` is null| Metadata | |
|---|---|
| Backtrace |
|
select * from `html_files` where `html_files`.`id` = 1026 limit 1| Metadata | |
|---|---|
| Bindings |
|
| Backtrace |
|
200
[]
[]
0 of 0array:24 [▼ "cf-ipcountry" => array:1 [▶ 0 => "US" ] "cf-connecting-ip" => array:1 [▶ 0 => "216.73.216.253" ] "cdn-loop" => array:1 [▶ 0 => "cloudflare; loops=1" ] "x-forwarded-proto" => array:1 [▶ 0 => "https" ] "x-forwarded-for" => array:1 [▶ 0 => "216.73.216.253" ] "sec-fetch-site" => array:1 [▶ 0 => "none" ] "accept" => array:1 [▶ 0 => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7" ] "user-agent" => array:1 [▶ 0 => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" ] "upgrade-insecure-requests" => array:1 [▶ 0 => "1" ] "sec-ch-ua-platform" => array:1 [▶ 0 => ""Windows"" ] "sec-ch-ua-mobile" => array:1 [▶ 0 => "?0" ] "sec-ch-ua" => array:1 [▶ 0 => ""Chromium";v="130", "HeadlessChrome";v="130", "Not?A_Brand";v="99"" ] "cache-control" => array:1 [▶ 0 => "no-cache" ] "pragma" => array:1 [▶ 0 => "no-cache" ] "sec-fetch-dest" => array:1 [▶ 0 => "document" ] "cf-ray" => array:1 [▶ 0 => "94e0514cf9a168d7-ORD" ] "accept-encoding" => array:1 [▶ 0 => "gzip, br" ] "priority" => array:1 [▶ 0 => "u=0, i" ] "sec-fetch-user" => array:1 [▶ 0 => "?1" ] "sec-fetch-mode" => array:1 [▶ 0 => "navigate" ] "cf-visitor" => array:1 [▶ 0 => "{"scheme":"https"}" ] "host" => array:1 [▶ 0 => "www.corspedia.com" ] "content-length" => array:1 [▶ 0 => "" ] "content-type" => array:1 [▶ 0 => "" ] ]
0 of 0array:50 [▼ "USER" => "www-data" "HOME" => "/var/www" "HTTP_CF_IPCOUNTRY" => "US" "HTTP_CF_CONNECTING_IP" => "216.73.216.253" "HTTP_CDN_LOOP" => "cloudflare; loops=1" "HTTP_X_FORWARDED_PROTO" => "https" "HTTP_X_FORWARDED_FOR" => "216.73.216.253" "HTTP_SEC_FETCH_SITE" => "none" "HTTP_ACCEPT" => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7" "HTTP_USER_AGENT" => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" "HTTP_UPGRADE_INSECURE_REQUESTS" => "1" "HTTP_SEC_CH_UA_PLATFORM" => ""Windows"" "HTTP_SEC_CH_UA_MOBILE" => "?0" "HTTP_SEC_CH_UA" => ""Chromium";v="130", "HeadlessChrome";v="130", "Not?A_Brand";v="99"" "HTTP_CACHE_CONTROL" => "no-cache" "HTTP_PRAGMA" => "no-cache" "HTTP_SEC_FETCH_DEST" => "document" "HTTP_CF_RAY" => "94e0514cf9a168d7-ORD" "HTTP_ACCEPT_ENCODING" => "gzip, br" "HTTP_PRIORITY" => "u=0, i" "HTTP_SEC_FETCH_USER" => "?1" "HTTP_SEC_FETCH_MODE" => "navigate" "HTTP_CF_VISITOR" => "{"scheme":"https"}" "HTTP_HOST" => "www.corspedia.com" "REDIRECT_STATUS" => "200" "SERVER_NAME" => "corspedia.com" "SERVER_PORT" => "443" "SERVER_ADDR" => "141.95.147.152" "REMOTE_USER" => "" "REMOTE_PORT" => "36384" "REMOTE_ADDR" => "172.69.59.241" "SERVER_SOFTWARE" => "nginx/1.18.0" "GATEWAY_INTERFACE" => "CGI/1.1" "HTTPS" => "on" "REQUEST_SCHEME" => "https" "SERVER_PROTOCOL" => "HTTP/2.0" "DOCUMENT_ROOT" => "/var/www/corspedia/public" "DOCUMENT_URI" => "/index.php" "REQUEST_URI" => "/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/seeing-clearly:-computer-vision-theoryzaZ" "SCRIPT_NAME" => "/index.php" "CONTENT_LENGTH" => "" "CONTENT_TYPE" => "" "REQUEST_METHOD" => "GET" "QUERY_STRING" => "" "SCRIPT_FILENAME" => "/var/www/corspedia/public/index.php" "PATH_INFO" => "" "FCGI_ROLE" => "RESPONDER" "PHP_SELF" => "/index.php" "REQUEST_TIME_FLOAT" => 1749636615.4558 "REQUEST_TIME" => 1749636615 ]
[]
0 of 0array:5 [▼ "content-type" => array:1 [▶ 0 => "text/html; charset=UTF-8" ] "cache-control" => array:1 [▶ 0 => "no-cache, private" ] "date" => array:1 [▶ 0 => "Wed, 11 Jun 2025 10:10:16 GMT" ] "set-cookie" => array:2 [▶ 0 => "XSRF-TOKEN=eyJpdiI6Imw3R2wwbW93SXpyYWlseUN0cThyTVE9PSIsInZhbHVlIjoiS0Iwa0JXWjFZUVFzWmt1UzlUVndJUU43VXljL0V5Z2wwYmQxNUhQa0hJUEorYnNkRk5wM0kvVkd3SktQNklJTXRxTGs5RFVaY2lLUEo3aGlyWkhpVkxaVXZrM2Uzd3BFNFFna1ZZSTZ6QU82KzFGMkRTdzNOQjhmU1owNEQyQmoiLCJtYWMiOiI3OWU0NDhjZGE1YmJmMGUwMWUyODAzYTE1ZTNhZWMwMmQyMjJlNDk4ODliNTAwYTI5YzRkYjdjMzcwZDkyMTFiIiwidGFnIjoiIn0%3D; expires=Wed, 11 Jun 2025 12:10:16 GMT; Max-Age=7200; path=/; samesite=lax ◀XSRF-TOKEN=eyJpdiI6Imw3R2wwbW93SXpyYWlseUN0cThyTVE9PSIsInZhbHVlIjoiS0Iwa0JXWjFZUVFzWmt1UzlUVndJUU43VXljL0V5Z2wwYmQxNUhQa0hJUEorYnNkRk5wM0kvVkd3SktQNklJTXRxTGs5R ▶" 1 => "laravel_session=eyJpdiI6IjQ4eU1sL2RNb2E3R2Q3ZWJpYi8xNWc9PSIsInZhbHVlIjoid2o1Z0RzbG4wcVRFekhIeGVRbmhqOEc0RXpkVE9Yd2Zab0hzTW5CeTBWRkVhNHhlZFloWklBUDB1Y0l4Q2pNKzc3QzVSYlhTckVqQUd1NFVYUThhR0J0cC80dzgrRnVXTkFGcmh4aFZiQS9MMW1YUzNGMDE4UzBkV2kwSnNYVWQiLCJtYWMiOiI3ZDYyYjczZGI1Y2Y5ZjI1MmRhNGRhZDI0ZjA3YmI0MmJmMjliNjM2YTM4NTc2NDRjZjU3ZDU5NGQzMWQ5ZmNhIiwidGFnIjoiIn0%3D; expires=Wed, 11 Jun 2025 12:10:16 GMT; Max-Age=7200; path=/; httponly; samesite=lax ◀laravel_session=eyJpdiI6IjQ4eU1sL2RNb2E3R2Q3ZWJpYi8xNWc9PSIsInZhbHVlIjoid2o1Z0RzbG4wcVRFekhIeGVRbmhqOEc0RXpkVE9Yd2Zab0hzTW5CeTBWRkVhNHhlZFloWklBUDB1Y0l4Q2pNKzc3 ▶" ] "Set-Cookie" => array:2 [▶ 0 => "XSRF-TOKEN=eyJpdiI6Imw3R2wwbW93SXpyYWlseUN0cThyTVE9PSIsInZhbHVlIjoiS0Iwa0JXWjFZUVFzWmt1UzlUVndJUU43VXljL0V5Z2wwYmQxNUhQa0hJUEorYnNkRk5wM0kvVkd3SktQNklJTXRxTGs5RFVaY2lLUEo3aGlyWkhpVkxaVXZrM2Uzd3BFNFFna1ZZSTZ6QU82KzFGMkRTdzNOQjhmU1owNEQyQmoiLCJtYWMiOiI3OWU0NDhjZGE1YmJmMGUwMWUyODAzYTE1ZTNhZWMwMmQyMjJlNDk4ODliNTAwYTI5YzRkYjdjMzcwZDkyMTFiIiwidGFnIjoiIn0%3D; expires=Wed, 11-Jun-2025 12:10:16 GMT; path=/ ◀XSRF-TOKEN=eyJpdiI6Imw3R2wwbW93SXpyYWlseUN0cThyTVE9PSIsInZhbHVlIjoiS0Iwa0JXWjFZUVFzWmt1UzlUVndJUU43VXljL0V5Z2wwYmQxNUhQa0hJUEorYnNkRk5wM0kvVkd3SktQNklJTXRxTGs5R ▶" 1 => "laravel_session=eyJpdiI6IjQ4eU1sL2RNb2E3R2Q3ZWJpYi8xNWc9PSIsInZhbHVlIjoid2o1Z0RzbG4wcVRFekhIeGVRbmhqOEc0RXpkVE9Yd2Zab0hzTW5CeTBWRkVhNHhlZFloWklBUDB1Y0l4Q2pNKzc3QzVSYlhTckVqQUd1NFVYUThhR0J0cC80dzgrRnVXTkFGcmh4aFZiQS9MMW1YUzNGMDE4UzBkV2kwSnNYVWQiLCJtYWMiOiI3ZDYyYjczZGI1Y2Y5ZjI1MmRhNGRhZDI0ZjA3YmI0MmJmMjliNjM2YTM4NTc2NDRjZjU3ZDU5NGQzMWQ5ZmNhIiwidGFnIjoiIn0%3D; expires=Wed, 11-Jun-2025 12:10:16 GMT; path=/; httponly ◀laravel_session=eyJpdiI6IjQ4eU1sL2RNb2E3R2Q3ZWJpYi8xNWc9PSIsInZhbHVlIjoid2o1Z0RzbG4wcVRFekhIeGVRbmhqOEc0RXpkVE9Yd2Zab0hzTW5CeTBWRkVhNHhlZFloWklBUDB1Y0l4Q2pNKzc3 ▶" ] ]
0 of 0array:5 [▼ "_token" => "EqxUxoTefaZQfWfT5UZ0OxF8eQVr0QQyKADMvbWh" "locale" => "ar" "_previous" => array:1 [▶ "url" => "https://www.corspedia.com/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/seeing-clearly:-computer-vision-theoryzaZ" ] "_flash" => array:2 [▶ "old" => [] "new" => [] ] "PHPDEBUGBAR_STACK_DATA" => [] ]