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Локальная REST-служба, или как за 5 минут интегрировать Smart ID Engine

Мы в Smart Engines занимаемся системами распознавания документов и в особенности много понимаем про распознавание документов, удостоверяющих личность. Систему мы поставляем в виде SDK - набора библиотек и программных интерфейсов, позволяющих на стороне заказчика внедрить функциональность распознавания в свою инфраструктуру.

Вообще мы, скорее, приверженцы нативной интеграции. Библиотеки всех наших продуктов разрабатываются изначально на C/C++ и их основной интерфейс, включающий в себя наиболее полный набор функциональности, всегда на C++. Мы к этому привыкли, и поэтому, когда возникает необходимость создать какой-то простой пример интеграции, рефлекторно хочется просто написать короткую программу на C++ (можно заметить это, например, в том как мы описывали создание простого DOCX-шаблонизатора). Наши клиенты используют набор предоставляемых нами оберток, чтобы более просто интегрироваться со своими системами: главным образом это автоматически сгенерированные при помощи SWIG обертки для Java, C#, Python и PHP.

Однако интеграция системы распознавания документов как нативной библиотеки с прямым программным вызовом – не всегда самый оптимальный путь, сразу по нескольким причинам:

Во-первых, для решения простых задач, таких как банальное извлечение ФИО из файла со сканом паспорта на десктопах точек обслуживания клиентов, хочется использовать максимально простую интеграцию. О том, что такие простые задачи часто возникают говорит, например, то, что некоторые клиенты просили нас предоставить простое консольное приложение или службу, которая бы “следила” за директорией и при появлении нового файла с изображением документа в этой директории проводила бы распознавание и заносила результат в некоторую таблицу.
Во-вторых, иногда в рамках одной информационной системы (или в рамках одного автоматизированного рабочего места) функциональностью распознавания документов (одних и тех же или разных) нужно пользоваться сразу в нескольких приложениях, и, соответственно, возникает желание организовать доступ к системе распознавания как к некоторой локальной службе.
В-третьих, в более сложных случаях простота интерфейса интеграции позволяет легко проводить прототипирование для того, чтобы отработать изменение бизнес-процессов, неизбежное при автоматизации.

Все это привело нас к тому, чтобы сделать вариант взаимодействия пользователя с системой распознавания как с простой локальной REST службой.

Описание API службы

API REST-службы системы распознавания документов, удостоверяющих личность, Smart ID Engine, устроен максимально просто. Он обладает тремя группами методов:

1. Служебные и информационные методы:

(GET) /doc - документация службы в виде HTML (Swagger)
(GET) /help - документация службы в виде JSON (OpenAPI)
(GET) /diagnostics - информация о статусе службы в виде JSON
(GET) /version - информация о версии Smart ID Engine

2. Простое распознавания одного изображения:

(POST) /api/recognize/simple : производит распознавания заданного в теле запроса изображения (допускаются изображения JPG и PNG, а также одноканальный или RGB-буфер 8-битных пикселей, закодированный в base64)

В качестве параметров метода распознавания обязательно задать режим распознавания mode (по умолчанию default, но в зависимости от поставки могут быть доступны режимы автоматического выбора типа документа - anypassport (паспорт любой страны), anydoc (любой идентификационный документ любой страны), anyrus (любой документ РФ) и т.п.) и маску типов документа mask (например, rus.passport.national для распознавания паспорта РФ, или звездочку * для включения всех документов в рамках текущего режима).

Также есть ряд необязательных булевых параметров, влияющих на то, какая информация будет упаковываться в JSON с результатами распознавания документа (например, флаг get_img_fields регулирует возврат графических полей, флаг get_field_attr регулирует возврат дополнительных атрибутов реквизитов и т.п.).

Результатом вызова будет являться JSON-объект с результатами распознавания документа. К примеру, в таком виде приходит ответ при распознавании тестового изображения паспорта РФ в режиме, когда требуются только результаты распознавания текстовых полей:

{
  "response": {
    "recog_res": {
  	  "props": {
        "authority": {
      	  "confidence": 0.9933671355247498,
      	  "is_rejected": false,
      	  "value": "ОТДЕЛОМ ВНУТРЕННИХ ДЕЛ ОКТЯБРЬСКОГО ОКРУГА ГОРОДА АРХАНГЕЛЬСКА"
    	},
    	"authority_code": {
      	  "confidence": 0.9970306158065796,
      	  "is_rejected": false,
      	  "value": "292-000"
    	},

    	// ... часть полей скрыта для краткости ...

    	"name": {
      	  "confidence": 0.999942421913147,
      	  "is_rejected": false,
      	  "value": "ЕВГЕНИЙ"
    	},
    	"patronymic": {
      	  "confidence": 0.9998761415481567,
      	  "is_rejected": false,
      	  "value": "АЛЕКСАНДРОВИЧ"
    	},
    	"surname": {
      	  "confidence": 0.9999336004257202,
      	  "is_rejected": false,
      	  "value": "ИМЯРЕК"
    	}
  	  },
  	  "type": "rus.passport.national"
	}
  },
  "status": "ok"
}

3. Методы, связанные с сессионным распознаванием.

Сессионное распознавание - это механизм, позволяющий распознавать документы, представленным несколькими изображениями. В случае, если распознаваемый документ содержит несколько шаблонов, находящихся на разных изображениях (к примеру, раздельное сканирование лицевой и обратной стороны ID-карты), механизм сессий позволяет распознать каждый из шаблонов и свести их в единый результат распознавания документа. А в случае, если мы располагаем несколькими разными изображениями одного и того же документа (к примеру, если мы попросили пользователя сфотографировать документ несколько раз, или если у нас есть несколько кадров видеопоследовательности) - то сессионное распознавание позволяет нам улучшить качество распознавания за счет межкадрового комбинирования.

В этой группе есть методы:

(POST) /api/recognize/session/start - создает новую сессию распознавания, принимает обязательные параметры mode и mask, с тем же смыслом, что и /api/recognize/simple, и возвращает JSON с идентификатором сессии
(GET) /api/recognize/session/list позволяет получить список всех активных сессий
(POST) /api/recognize/session/{id} - в рамках сессии с заданным идентификатором распознает заданное (также как и в /api/recognize/simple) в теле запроса изображение и возвращает текущий накопленный результат сессии. Принимает такой же набор модификаторов вывода, как и /api/recognize/simple.
(POST) /api/recognize/session/{id}/stop - останавливает и удаляет сессию с заданным идентификатором
(POST) /api/recognize/session/{id}/reset - возвращает сессию с заданным идентификатором в начальное состояние (которое было на момент ее создания)
(GET) /api/recognize/session/{id}/result - возвращает результат распознавания сессии с заданным идентификатором. Принимает такой же набор модификаторов вывода, как и /api/recognize/simple.

Пример использования

Рассмотрим такой простой пример использования: нужно сделать локальную HTML-страничку, на которую можно перетащить файл с фотографией или сканом паспорта, чтобы программа прочитала ФИО, отобразила его на этой же странице, так, чтобы пользователь мог его скопировать. Такой “игрушечный” кейс хорошо демонстрирует возможность интеграции с локальной REST-службой.

Для начала установим и запустим саму службу. Тест производим на машине с Arch Linux, для линуксов REST-служба Smart ID Engine поставляется в виде systemd-демона. После того, как мы распаковали архив и выполнили скрипт install.sh, у нас доступна служба idengine_rest_daemon:

$ sudo systemctl status idengine_rest_daemon
● idengine_rest_daemon.service - idengine rest api daemon
  Loaded: loaded (/etc/systemd/system/idengine_rest_daemon.service; enabled; preset: disabled)
  Active: active (running) since Fri 2024-04-26 09:37:51 +04; 6s ago
Main PID: 1482719 (idengine_rest)
   Tasks: 9 (limit: 77030)
  Memory: 29.3M (peak: 30.8M)
     CPU: 22ms
  CGroup: /system.slice/idengine_rest_daemon.service
          └─1482719 /home/user/install-directory/idengine_rest ...

Apr 26 09:37:51 hostname systemd[1]: Started idengine rest api daemon.
Apr 26 09:37:51 hostname idengine_rest[1482719]: Version: 2.3.0
Apr 26 09:37:51 hostname idengine_rest[1482719]: Bundle path: /home/user/install-directory/...

По умолчанию служба слушает 8082-й порт (разумеется, эти настройки можно поменять в конфигурационном файле службы перед ее запуском). Проверяем, что служба работает:

$ curl localhost:8082/version
{"response":{"drogon_version":"1.8.4","idengine_version":"2.3.0"},"status":"ok"}⏎

Выводятся версии движка распознавания Smart ID Engine, а также версия библиотеки drogon - понравившейся нам С++-библиотеки, которая используется внутри бинарника для оборачивания нашего движка в вид REST-службы.

Теперь, собственно, можно перейти к созданию самой HTML-страничку. Пусть drag-n-drop цель, при обработке события drop, достает файл из события и вызывает функцию processFile(file):

processFile = async(file) => {
  // Проверяем расширение файла и запоминаем Content-Type для файлов изображений
  content_type = null

  if (file.name.toLowerCase().endsWith("jpg") ||
  	file.name.toLowerCase().endsWith("jpeg")) {
	content_type = "image/jpeg"
  } else if (file.name.toLowerCase().endsWith("png")) {
	content_type = "image/png"
  } else {
	displayError("Можно только JPG/JPEG и PNG")
	return
  }

  // Отображаем индикатор того, что мы начали работу
  displayThinking();

  // Создаем запрос на распознавание изображения в умолчательном режиме,
  // с поддержкой всех доступных типов документов и с возвратом текстовых полей
  const response = await fetch('http://localhost:8082/api/recognize/simple?mode=default&mask=*&get_text_fields=true', {
	method: "POST",
	headers: {
  	  "accept": "application/json",
  	  "Content-Type": content_type
	},
	"body": file
  });

  // Ожидаем выполнения запроса
  const responseJson = await response.json();

  // Отображаем результат распознавания либо ошибку
  if (responseJson.status == "ok") {
	displayResult(responseJson.response);
  } else {
	displayError("Ошибка обработки картинки");
  }
}

Собственно… все. Все остальные функции относятся напрямую к верстке и к отображению тех или иных строк в HTML-элементах страницы. Если добавить к этому коду верстку, то получится вот такая страничка:

Вместо заключения

Описанный вариант интеграции продукта Smart ID Engine предназначен для использования именно как локальной службы (в рамках одной системы). Тут мы остаемся верными своим принципам преимущества нативной интеграции. REST API как способ общения с системой распознавания имеет преимущества простоты взаимодействия, однако нужно помнить про то, что при работе с чувствительными документами необходимо каждый раз думать о том, как максимально обезопасить данные. Именно поэтому мы продолжаем производить именно библиотеки и системы распознавания, и не собираемся делать сервис распознавания, принимающий и передающий данные документов по каким-либо каналам связи.

Безопасность данных мы считаем, пожалуй, самым важным аспектом работы с документами, удостоверяющими личность, и призываем всех строить свои решения так, чтобы минимизировать любые риски, связанные с передачей изображений или результатов распознавания куда-либо. Но в случае, если требуется реализовать удобную и эффективную обработку изображений документов в локальном контуре (например, на десктопе в пункте обслуживания клиентов) - REST API может оказаться оптимальным способом встроить наш продукт.

Спасибо за внимание!

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Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09.10.25 11:05 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09.10.25 11:05 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09.10.25 11:05 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
11.10.25 04:41 luciajessy3

Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…
11.10.25 10:44 Tonerdomark

A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.
12.10.25 01:12 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
12.10.25 01:12 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
12.10.25 19:53 Tonerdomark

A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.
12.10.25 21:36 blessing

Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.
13.10.25 01:11 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
13.10.25 01:11 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.10.25 01:15 tyleradams

Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]
14.10.25 08:46 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.10.25 08:46 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.10.25 08:46 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.10.25 18:07 crypto

Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.
15.10.25 21:52 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.10.25 21:52 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1