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Н Новости

Апскейл видео из SD (DVD) в FullHD/4K современными нейросетями

Меня давно интересовала тема апскейла изображений, отдельно - апскейла старых видео. Одно из первых решений, которое попалось в руки несколько лет назад - waifu2x (https://github.com/nagadomi/waifu2x). Но эта нейронка больше подходила для апскейла аниме (насколько я помню на них она и тренировалась). То есть, waifu2x подходила для довольно простых изображений без избытка деталей и сложности текстур.

Затем я поизучал ESRGAN (https://github.com/xinntao/ESRGAN) и Real-ESRGAN (https://github.com/xinntao/Real-ESRGAN). Довольно неплохие модельки, вполне годятся для апскейла изображений, но очень часто заметна синтетичность, особенно в сложных сценах, например когда на изображении есть деревья. Я даже попробовал дотренировать Real-ESRGAN, к слову это делать не сложно, на их гитхабе есть скрипты и инструкции (https://github.com/xinntao/Real-ESRGAN/blob/master/docs/Training.md), но пока дособирал свой датасет для тренировки на глаза попалась другая модель - SwinIR (https://github.com/JingyunLiang/SwinIR), потестировав которую понял - она покрывает мои текущие потребности, если не полностью, то по меньшей мере процентов на 80%. А потребности были - заапскейлить несколько старых фильмов, и чтобы после апскейла фильм смотрелся как фильм, а не как пластилиновый театр. В целом все получилось. Именно об этом это статья.

Апскейлить будем фильм "Пираты Силиконовой долины" (1999г, США). Он повествует о появлении домашнего ПК и становлении компаний Apple и Microsoft. Довольно интересный фильм с бунтарским духом той эпохи. Главные герои - молодые Джобс, Возняк, Гейтс и другие участники "революции домашних ПК". Кстати, апскейлить фильм будем конечно же на домашнем ПК.

Характеристики диска:
- DVD5, MPEG-2, разрешение 720x480 (NTSC)

Моя конфигурация для этой задачи:
- Gigabyte A520M, AMD Ryzen 5 PRO 3600, 32Gb DDR4 3200 MT/s (16+16)
- Gigabyte GeForce RTX 3060 12GB, CUDA Version: 12.5
- Ubuntu 22.04

Нам понадобятся:
- ПК и видеокарта с поддержкой CUDA
- Python
- Библиотека Spandrel для Python
- Одна из моделей SwinIR
- ffmpeg и ffprobe
- Порядка 80Гб дискового пространства
- Несколько дней работы ПК (если непрерывно, то ~5 дней для апскейла в 2x на конфигурации вроде моей)

Кратко суть алгоритма:
- С помощью ffmpeg распаковываем фильм по кадрам в формате PNG
- Апскейлим каждый кадр
- С помощью ffmpeg кодируем полученные изображения в HD-версию фильма с присоединением аудио-дорожек из исходного материала

Приступим.

Актер Ноа Уайли в роли Стива Джобса, уже улучшенный

Установка ПО

Установка ffmpeg

Под Ubuntu:

apt update apt install ffmpeg

(при установке ffmpeg одновременно подтягивается ffprobe)

Под Windows:
https://www.ffmpeg.org/download.html

Качаем один из последних build, распаковываем архив, например в c:\ffmpeg. Из архива нам нужны две утилиты: ffmpeg и ffprobe.
Можно прописать путь к папке ffmpeg в PATH, чтобы вызывать ffmpeg из командной строки в любой директории.

Установка Spandrel

pip install spandrel

Скачивание модели

Список доступных моделей SwinIR:
https://github.com/JingyunLiang/SwinIR/releases

Я тестировал все модели из списка, наиболее понравились эти 2:
Для апскейла 2x: 003_realSR_BSRGAN_DFO_s64w8_SwinIR-M_x2_GAN.pth
Для апскейла 4x: 003_realSR_BSRGAN_DFOWMFC_s64w8_SwinIR-L_x4_GAN.pth

Качаем модель, запоминаем путь к модели.

Я делал апскейл до 2x, соответственно модель: 003_realSR_BSRGAN_DFO_s64w8_SwinIR-M_x2_GAN.pth

О требуемом времени и ресурсах будет ниже, замечу лишь, что апскейл в 4x будет существенно дольше, а качество в сравнении с 2x скорее незначительное, а в чем-то хуже.

Этап1: распаковка видео

Склейка VOB'ов

В моем DVD экземпляре 4 основных vob'а:
VTS_01_1.VOB
VTS_01_2.VOB
VTS_01_3.VOB
VTS_01_4.VOB

Склеим их.
Команда для Linux:
cat VTS_01_1.VOB VTS_01_2.VOB VTS_01_3.VOB VTS_01_4.VOB > video.vob

Команда для Windows:
copy /b VTS_01_1.VOB+VTS_01_2.VOB+VTS_01_3.VOB+VTS_01_4.VOB video.vob

Дальше будем работать с объединенным video.vob.

Сразу можно выгрузить аудио-дорожки. Посмотрим какие вообще есть:
ffprobe -i video.vob

Видим 2 аудиодорожки:

Stream #0:2[0x80]: Audio: ac3, 48000 Hz, stereo, fltp, 192 kb/s, Start-Time 0.281s Stream #0:3[0x81]: Audio: ac3, 48000 Hz, stereo, fltp, 192 kb/s, Start-Time 0.281s

Здесь первая дорожка английская, вторая русская, хоть это и не обозначено явно. Выгружаем их:

ffmpeg -i video.vob -map 0:a:0 -c copy audio_track_eng.ac3 -map 0:a:1 -c copy audio_track_rus.ac3

Параметр "-c copy" указывает выгружать аудио как есть, без пережатия.

Теперь можно приступить к распаковке фреймов.

Раскадровка

Ремарка:
Здесь и далее все команды приводятся под Linux. Под Windows они обычно идентичные, если не задано другого варианта явно, за исключением указания путей к директориям. В Linux путь к директории идет через прямой слеш "/", в Windows через обратный "\".

В идеальном сценарии мы могли бы выполнить простую команду:
ffmpeg -i video.vob "video_in_png/file_%06d.png"

После чего в папке "video_in_png" появились бы все фреймы в исходном количестве и в исходном разрешении. Но... Из двух DVD, которые я успел обработать, в обоих случаях были "особенности". Данный диск оказался самым сложным из них.

Во-первых, реальная частота кадров. Я смотрел данные по ней несколькими утилитами и разными способами, вот краткий список FPS, которые определялись для фильма:
60000/1001 = 59,94...
29970/1000 = 29,97
119/4 = 29,75
24000/1001 = 23,98...

Мне даже пришлось смотреть VOB файлы в hex-редакторе и по определенным сигнатурам расшифровывать значения байтов (большое спасибо ChatGPT).
Там я узнал "точно", что:

фреймрейт 29.97 fps - не правда (спойлер: либо диск скомпонован криво, либо я просто не обладаю магистерской степенью по структуре DVD)
разрешение 720x480 - не правда, фактическое разрешение оказалось 640x480

Кстати, утилита ffprobe тоже выводит эти данные:
Stream #0:1[0x1e0]: Video: mpeg2video (Main), yuv420p(tv, smpte170m, progressive), 720x480 [SAR 32:27 DAR 16:9], 29.75 fps

Еще и уверяет, что видео формата 16:9, тогда как оно 4:3.

В общем методом перебора я пришел к тому, что реальная частота кадров:
24000/1001, то есть, ~23,98 fps. Не хочу сильно задерживаться на этом, это история размером с отдельную статью, и надеюсь данный случай был редким исключением, поэтому нет смысла его описывать.

Отдельно - история с разрешением. Все утилиты, а также биты в исходных VOB'ах, говорят, что разрешение видео стандартное - 720x480, но если выгружать фреймы в этом разрешении, картинка становится растянута по горизонтали. Как уже писал выше, фактическое разрешение фреймов оказалось 640x480. Это я вывел эмпирически, и позже подтвердил расчетами (на всякий случай). Здесь тоже не хотелось бы задерживаться, надеюсь этот диск просто исключение, видеоряд формата 640x480 записали как стандартное для DVD разрешение 720x480, и вероятно просто не корректно внесли разметку в структуру данных.

Если бы вместо:
720x480 [SAR 32:27 DAR 16:9]
было указано:
720x480 [SAR 8:9 DAR 4:3]
Тогда бы все сходилось. SAR (Sample Aspect Ratios) если простыми словами, указывает, как растянуть или сузить видео. На всякий случай формула расчета:
Ширина фактическая = Ширина исходная (в файле) x (SAR_width / SAR_height) = 720 x (8/9) = 640, высота не меняется, итого 640x480.

В общем, пора заканчивать с этими дебрями, это был самый муторный этап, продолжаем.

Итоговая команда для выгрузки фреймов:
ffmpeg -i video.vob -r 24000/1001 -vf "scale=640:480:flags=lanczos" "/home/user/frames_orig/file_%06d.png"

Здесь:
"-i video.vob" - исходный объединенный файл
"-r 24000/1001" - частота кадров равная ~23,98 кадров/сек
"-vf "scale=640:480:flags=lanczos"" - фильтр выходного потока: меняем разрешение на 640x480 и добавляем метод интерполяции Ланцоша, последний хорошо сглаживает неровности на изображении после любой его деформации, но сохраняет четкость изображения
"/home/user/frames_orig" - директория куда будут выгружаться фреймы; нужно предварительно создать
"file_%06d.png" - формат PNG, маска файлов %06d - 6-значный счетчик начиная с 000000, файлы будут вида "file_000000.png", "file_000001.png" и тд.

Вариант этой же команды, но с использованием GPU (CUDA), работает обычно быстрее:
ffmpeg -hwaccel cuda -i video.vob -r 24000/1001 -vf "scale=640:480:flags=lanczos" "/home/user/frames_orig/file_%06d.png"

Еще раз напомню, если бы не было проблем с конкретным диском, команда была бы проще и очевидней:
ffmpeg -i video.vob -vf "scale=640:480:flags=lanczos" "/home/user/frames_orig/file_%06d.png"

То есть просто выгружаем все фреймы, но тут пришлось явно задавать входящий фреймрейт (который сначала еще нужно было точно определить).

Если бы мы выгружали фреймы этой командой, тогда каждый 3-5 фрейм был бы дублем предыдущего. Всего бы выгрузилось 174000 фреймов, тогда как фактически их 139202, или 139235 по другой оценке, но не будем про это, и так достаточно :)

Кстати, насчет другого DVD который я апскейлил.
Параметры видеоряда там были следующие:
Stream #0:0: Video: mpeg2video (Main), yuv420p(tv, top first), 720x576 [SAR 64:45 DAR 16:9], 25 fps, 25 tbr, 1k tbn

Они соответствовали действительности. Исходя из исходного разрешения 720x576 и SAR 64:45, выходило, что кадр будет выведен на экран в разрешении 1024x576 16:9 (720 x (64/45) = 1024). Я хотел увеличить разрешение видео 2 раза, до FullHD, соответственно разрешение исходного кадра нужно было 960x540 (умножаем на 2 получается 1920x1080). Здесь главное, что пропорции сохранены, 1024x576 и 960x540 оба 16:9. Соответственно выгружал фреймы командой:
ffmpeg -i video_in.mkv -vf scale=960:540:flags=lanczos "/home/user/frames_orig/file_%06d.png"

Актер Майкл Энтони Холл, в роли Билла Гейтса, кажется всем доволен

Этап2: Апскейл фреймов

Теперь можно приступить к апскейлу фреймов. Это процесс длительный, в зависимости от количества фреймов и их разрешения занимает до нескольких суток. Я обычно делаю итерациями, пачками по 10000 фреймов. Для этого можно, например, разбить общую папку с фреймами на несколько по 10тыс файлов в каждой, либо доработать скрипт ниже, чтобы он работал по диапазону файлов (главное не запутаться в их порядке, тогда можно словить рассинхронизацию).

Пример команды в Linux для разбивки общей папки на несколько по 10тыс файлов:
i=1; for file in all_frames/*; do mkdir -p "frames_file" "frames_$((i/10000+1))"; ((i++)); done

Команда для Windows (PowerShell):
i=1; Get-ChildItem all_frames | ForEach-Object { $d=([math]::Floor(($i-1)/10000)+1)"; if (!(Test-Path $d)) {New-Item -ItemType Directory -Path $d | Out-Null}; Move-Item $_.FullName $d; $i++ }

Не буду останавливаться здесь на долго, как именно разбить процесс на части - дело вкуса.

Основной скрипт:

Код:

import os
import torch
from PIL import Image
import torchvision.transforms as transforms
from spandrel import ImageModelDescriptor, ModelLoader


# ПАРАМЕТРЫ
images_path = "/home/user/frames_in"
output_dir = "/home/user/frames_upscaled"
os.makedirs(output_dir, exist_ok=True) # Создаем папку если не найдена

model_path = "/home/user/models/003_realSR_BSRGAN_DFO_s64w8_SwinIR-M_x2_GAN.pth"

batch_size = 2  # Размер батча
batch_images = []  # Очередь изображений в батче

output_format = "JPG"  # PNG, JPG

# Список изображений
all_files = sorted([f for f in os.listdir(images_path) if os.path.isfile(os.path.join(images_path, f))])
all_files_count = len(all_files)

# Очищать torch.cuda.empty_cache(), True или False, иногда помогает вместить изображения в батч
clean_cache = 0

# Загрузка модели
model = ModelLoader().load_from_file(model_path)
assert isinstance(model, ImageModelDescriptor)
model.cuda().eval()


def save_image(image_name, output_tensor):
    ''' Преобразование изображения из тензора и сохранение в зависимости от заданного формата '''
    
    output_image = transforms.ToPILImage()(output_tensor.cpu().clamp(0, 1))
    output_path = os.path.join(output_dir, f"{image_name}.{output_format.lower()}")
    
    fmt = output_format.upper()
    
    if fmt == "PNG":
        output_image.save(output_path, format="PNG")
    elif fmt == "JPG":
        output_image.save(output_path, format="JPEG", quality=100)
    else:
        raise ValueError(f"Ошибка формата: {output_format!r}")
        

# СТАРТ ОБРАБОТКИ    
for idx, image_in in enumerate(all_files):
    image_path = os.path.join(images_path, image_in)
    image_name = os.path.splitext(image_in)[0]
    
    image = Image.open(image_path).convert("RGB")
    input_tensor = transforms.ToTensor()(image).unsqueeze(0).cuda()

    batch_images.append({'image_name': image_name, 'input_tensor': input_tensor})
    
    # Если накопился полный батч или это последнее изображение - обрабатываем батч
    if len(batch_images) == batch_size or idx == all_files_count - 1:
        try:
            # Очищаем память Cuda если clean_cache = True (иногда помогает вместить изображения в батч)
            if clean_cache: torch.cuda.empty_cache()
            
            # Проверяем доступную память перед объединением изображений в батч
            required_memory = sum(item['input_tensor'].element_size() * item['input_tensor'].nelement() for item in batch_images)
            free_memory = torch.cuda.memory_reserved(0) - torch.cuda.memory_allocated(0)
            if free_memory < required_memory:
                raise RuntimeError("CUDA out of memory")
    
            batch_tensor = torch.cat([item['input_tensor'] for item in batch_images], dim=0)
            
            # Отправляем модели батч с изображениями
            with torch.no_grad():
                output_tensor = model(batch_tensor)

            # Сохраняем обработанные изображения
            for i, item in enumerate(batch_images):
                image_name = item['image_name']
                save_image(image_name, output_tensor[i])
                
        except RuntimeError as e:
            if "CUDA out of memory" in str(e):
                print("Ошибка наличия свободной памяти, обрабатываем изображения по одному...")
            
                for item in batch_images:
                    image_name = item['image_name']
                    single_tensor = item['input_tensor']
                
                    with torch.no_grad():
                        output_tensor = model(single_tensor)
                    save_image(image_name, output_tensor[0])
                    
            else:
                raise
                
        except Exception as e:  # Другая ошибка
            print(f"Ошибка: {e}")
        
        finally:  # Очищаем батч
            batch_images.clear()


print("ГОТОВО.")


# Выгружаем модель
del model
torch.cuda.empty_cache()

Пояснение по некоторым параметрам.
batch_size = 2
Размер батча который мы передаем модели, сколько изображений обрабатывать одновременно. Я обычно использую 2, т.к., во-первых - это существенно ускоряет обработку в сравнении с 1 изображением, во-вторых - оптимальное расходование памяти, в третьих - дальнейшее увеличение батча, в моем случае, почти не дает прироста скорости, зато потребление памяти возрастает существенно.

К слову, для фреймов в разрешении 640x480 на моей RTX 3600 12Gb batch_size максимум 3, больше не хватит памяти; для 960x540 максимум 2 фрейма можно отправить видеокарте единовременно.

А вот замер обработки фреймов в разрешении 320x240 с разными батчами, апскейл 2x:

Открыть

1 batch:
Время выполнения: 1 минута 40 секунд
Максимум памяти использовалось: 849.29 MB
Максимум памяти включая резерв: 982.00 MB

2 batches:
Время выполнения: 1 минута 14 секунд
Максимум памяти использовалось: 1612.66 MB
Максимум памяти включая резерв: 1840.00 MB

3 batches:
Время выполнения: 1 минута 13 секунд
Максимум памяти использовалось: 2365.52 MB
Максимум памяти включая резерв: 2712.00 MB

4 batches:
Время выполнения: 1 минута 12 секунд
Максимум памяти использовалось: 3122.71 MB
Максимум памяти включая резерв: 3570.00 MB

6 batches:
Время выполнения: 1 минута 12 секунд
Максимум памяти использовалось: 4640.16 MB
Максимум памяти включая резерв: 5328.00 MB

8 batches:
Время выполнения: 1 минута 12 секунд
Максимум памяти использовалось: 6153.86 MB
Максимум памяти включая резерв: 7046.00 MB

10 batches:
Время выполнения: 1 минута 12 секунд
Максимум памяти использовалось: 7674.44 MB
Максимум памяти включая резерв: 8778.00 MB

12 batches:
Время выполнения: 1 минута 12 секунд
Максимум памяти использовалось: 9183.08 MB
Максимум памяти включая резерв: 10538.00 MB

Как видно прирост в скорости заметен лишь в сравнении 2 batches и 1 batch. Возможно на других конфигурациях и видеокартах увеличение батча скажется существеннее.

output_format = "JPG" # PNG, JPG
В каком формате сохранить увеличенное изображение. Итоговые файлы я обычно сохраняю в JPG, т.к. увеличенные фреймы в PNG будут занимать слишком много места, а вот исходные фреймы выгружаю через ffmpeg в PNG.

clean_cache = 1
Честно признаться - это костыль, чтобы впихнуть невпихуемое вместить фреймы в батчи в отдельных случаях. Только с помощью этого костыля мне удалось вместить 2 фрейма в батч в случае обработки другого диска, где разрешение входящих фреймов было 960x540.

По другим параметрам должно быть все очевидно.

Запускаем скрипт и уходим на несколько дней ждать обработки.

Примеры изображений ДО и ПОСЛЕ

Слева оригинал, справа апскейл 2x

Или к примеру анимированные гифки в большем разрешении. Рекомендуется смотреть в увеличенном виде:

Сравнение в гифах:

До и после

Этап3: Финал, кодирование видео

После того как мы запскейлили все фреймы, остается закодировать итоговое видео.
Команда:
ffmpeg -r 24000/1001 -i "/home/user/frames_upscaled/file_%06d.jpg" -i "/home/user/audio_track_rus.ac3" -i "/home/user/audio_track_eng.ac3" -c:v hevc_nvenc -b:v 10M -minrate 5M -maxrate 15M -bufsize 30M -preset p7 -map 0:v -map 1:a -map 2:a -metadata:s:a:0 title="Russian" -metadata:s:a:0 language=rus -metadata:s:a:1 title="English" -metadata:s:a:1 language=eng -c:a copy -pix_fmt yuv420p video_hd.mkv

Здесь:
"-r 24000/1001" - частота кадров равная ~23,98 кадров/сек
"-i /home/user/frames_upscaled/file_%06d.jpg" - директория с увеличенными фреймами
"-i "/home/user/audio_track_rus.ac3" -i "/home/user/audio_track_eng.ac3"" - подключаем аудиодорожки
"-c:v hevc_nvenc" - кодек
"-b:v 10M -minrate 5M -maxrate 15M" - переменный битрейт, среднее значение 10Мбит/сек, минимальное 5Мбит/сек, максимальное 15Мбит/сек
"-bufsize 30M" - размер буфера для переменного битрейта, рекомендуется использовать 2x от maxrate (2x15M=30M), либо можно не указывать, оставить на усмотрение ffmpeg
"-preset p7" - пресет 7 для кодека hevc_nvenc, высокое качество
"-map 0:v -map 1:a -map 2:a" - порядок потоков которые подключаем в итоговый файл: видео из фреймов, аудио1, аудио2 - которые указали до этого
"-metadata:s:a:0 title="Russian" -metadata:s:a:0 language=rus -metadata:s:a:1 title="English" -metadata:s:a:1 language=eng" - прописываем мета-информацию о языках аудиодорожек
"-c:a copy" - копировать аудио без пережатия
"-pix_fmt yuv420p" - цветовой формат пикселей, для обычных видео обычно используется yuv420p
"video_hd.mkv" - имя выходного видео в контейнере MKV

Ждем компиляции и все готово.

Заключение

Мы заапскейлили фильм с помощью модели SwinIR. В принципе можно попробовать любую другую модель, библиотека Spandrel позволяет работать со многими моделями. Есть сайт https://openmodeldb.info/ где сотни моделей на разных архитектурах, в основном там тюны базовых моделей.

Ремарка:
Важно! Если у вас PyTorch ниже версии 2.6, тогда настоятельно рекомендуется запускать модели .pth/.bin от неизвестных авторов с флагом weights_only=True. Это связано с тем, что в бинарные файлы моделей может быть встроен вредоносный код, который может произвольно выполниться при десериализации модели в память (проще говоря при загрузке). Если мы задаем флаг weights_only=True, тогда PyTorch загружает только веса модели.
Начиная с PyTorch 2.6 флаг по умолчанию стал weights_only=True, если аргумент не передается явно.

Итого, из исходных 640x480 мы получили видео 1280x960 (4:3). Это не стандартное разрешение формата HD (1280x720 16:9) или FullHD (1920x1080 16:9), но и исходный материал оказался не стандартным.

Ниже будут ссылки на примеры кадров ДО/ПОСЛЕ, а также фрагмент видео ДО/ПОСЛЕ. В целом качество вполне приличное, как-будто действительно полноценное HD.

Какие замечены недостатки? Не очень реалистично получаются трава и деревья, часто заметно, что нейронка их перерисовала включив фантазию. Также иногда можно заметить синтетичность в отдельных деталях или объектах, но не часто и если всматриваться. Вообще чем более размытое исходное изображение или отдельные объекты на нем, тем хуже они заапскейлятся, будет заметна синтетичность.

В целом, нормальные обычные DVD апскейлятся хорошо, там где изначальная детализация хорошая. Плохо апскейлятся сильно сжатые видео, где картинка замыленная и мало деталей. Но, еще раз, если исходный материл не был сильно сжат, тогда апскейл скорее всего отработает хорошо.

Дополнительные материалы

Примеры кадров ДО и ПОСЛЕ можно посмотреть и скачать на моем гугл-диске. Там же есть примеры изображений увеличенных в 4 раза. Некоторые примеры опубликую у себя в Тг-канале.

Фрагмент видео: оригинал и улучшенный.

После того как из DVD видео сделали HD, его можно переделать в 3D. Об этом я писал в другой статье:
Как сделать 3D версию любого фильма на примере StarWars4 (DepthAnythingV2 + Parallax)

Спасибо за внимание.

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27 апр. 2025 г.

09.10.25 08:23 pHqghUme

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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
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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
17.10.25 20:17 tyleradams

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17.10.25 20:20 lindseyvonn

Have you gotten yourself involved in a cryptocurrency scam or any scam at all? If yes, know that you are not alone, there are a lot of people in this same situation. I'm a Health Worker and was a victim of a cryptocurrency scam that cost me a lot of money. This happened a few weeks ago, there’s only one solution which is to talk to the right people, if you don’t do this you will end up being really depressed. I was really devastated until went on LinkedIn one evening after my work hours and i saw lots of reviews popped up on my feed about [email protected], I sent an email to the team who came highly recommended - [email protected] I started seeing some hope for myself from the moment I sent them an email. The good part is they made the entire process stress free for me, i literally sat and waited for them to finish and I received what I lost in my wallet
17.10.25 20:22 richardcharles

I would recommend NVIDIA TECH HACKERS to anyone that needs this service. I decided to get into crypto investment and I ended up getting my crypto lost to an investor late last year. The guy who was supposed to be managing my account turned out to be a scammer all along. I invested 56,000 USD and at first, my reading and profit margins were looking good. I started getting worried when I couldn’t make withdrawals and realized that I’ve been scammed. I came across some of the testimonials that people said about NVIDIA TECH HACKERS and how helpful he has been in recovering their funds. I immediately contacted him in his mail at [email protected] so I can get his assistance. One week into the recovery process the funds were traced and recovered back from the scammer. I can't appreciate him enough for his professionalism.
17.10.25 20:23 stevekalfman

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17.10.25 21:42 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
17.10.25 21:42 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
17.10.25 21:42 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
21.10.25 08:39 debby131

Given how swiftly the cryptocurrency market moves, losing USDT may be a terrifying and upsetting experience. Whether you experienced a technical problem, a transaction error, or were the victim of fraud, it is important to understand the potential recovery routes. Marie can assist you in determining the specific actions you can take to attempt to regain your lost USDT when you need guidance and clarification. You can reach her via email at [email protected] and WhatsApp at +1 7127594675.
21.10.25 11:45 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
21.10.25 11:45 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
22.10.25 04:48 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
22.10.25 07:36 donnacollier

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22.10.25 11:59 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
22.10.25 11:59 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
22.10.25 16:31 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
23.10.25 01:52 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
23.10.25 01:52 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
23.10.25 15:47 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
23.10.25 21:43 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.10.25 21:43 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.10.25 06:08 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
24.10.25 06:40 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
24.10.25 06:40 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
24.10.25 06:54 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
24.10.25 18:18 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.10.25 18:18 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
25.10.25 00:49 tyleradams

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25.10.25 00:50 stevekalfman

If you ever need hacking services, look no further. I found myself in a difficult situation after losing almost $510,000 USD in bitcoin. I was distraught and had no hope of survival because i lost my life savings to this scam, I had no chance of recovering my investment. Until i came across an article on google about ([email protected]). A real-life recovery expert, everything changed completely after contacting him and explaining my ordeal to him and he quickly stepped in and assisted me in recovering 95% of my lost funds. They guarantee their clients and i got the highest level of happiness their services are highly recommended. so I’m putting this here for anyone who require their services too" Email: [email protected]
25.10.25 05:05 victoriabenny463

A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)
25.10.25 10:13 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
25.10.25 10:13 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
26.10.25 01:03 Christopherbelle

A terrible financial shock hit me hard. I lost $860,000 in a fake crypto scheme. Things looked good until I tried to cash out my earnings. Suddenly, my account vanished into thin air. I told the police many times, but help never showed up. Despair washed over me; I felt totally beaten. Then, I found Sylvester Bryant Intelligence. Right away, they were skilled and honest about the whole thing. They looked deep into my situation. They tracked where the stolen funds went. They fought hard for me every step of the way. To my great surprise, they got my money back. I thought that was impossible. I owe them so much for their hard work and truthfulness. Sylvester Bryant Intelligence restored my peace. If scams took your crypto, contact them now. Contact Info: Yt7cracker@gmail . com WhatsApp: ‪+1 512 577 7957. or +44 7428 662701.
26.10.25 18:09 victoriabenny463

A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)
27.10.25 11:15 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
27.10.25 11:15 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
27.10.25 17:08 raymondgonzales

Three Cheers for Wizard Hilton Cyber Tech, Bitcoin Savior Extraordinaire In the ever-evolving world of cryptocurrency, where volatility and uncertainty reign supreme, one individual has emerged as a beacon of hope and innovation - Wizard Hilton Cyber Tech, the self-proclaimed "Bitcoin Savior Extraordinaire." This enigmatic figure, with his uncanny ability to navigate the complexities of the digital asset landscape, has captivated the attention of crypto enthusiasts and skeptics alike. Wizard Hilton Cyber Tech journey began as a humble programmer, tinkering with the underlying blockchain technology that powers Bitcoin. But it was his visionary approach and unwavering commitment to the cryptocurrency's potential that propelled him into the limelight. Through a series of strategic investments, groundbreaking algorithmic trading strategies, and a knack for anticipating market shifts, Wizard Hilton Cyber Tech has managed to consistently outperform even the savviest of Wall Street traders. Wizard Hilton Cyber Tech ability to turn even the most tumultuous of Bitcoin price swings into opportunities for substantial gains has earned him the moniker "Wizard," a testament to his unparalleled mastery of the digital currency realm. But Wizard Hilton Cyber Tech impact extends far beyond personal wealth accumulation - Wizard Hilton Cyber Tech has tirelessly advocated for the widespread adoption of Bitcoin, working tirelessly to educate the public, lobby policymakers, and collaborate with industry leaders to overcome the barriers that have long hindered the cryptocurrency's mainstream acceptance. With infectious enthusiasm and boundless energy, Wizard Hilton Cyber Tech has become a true champion of the Bitcoin cause, inspiring a new generation of crypto enthusiasts to embrace the transformative power of this revolutionary technology. As the digital currency landscape continues to evolve, Wizard Hilton Cyber Tech name will undoubtedly be etched in the annals of cryptocurrency history as a visionary, a trailblazer, and, above all, the Bitcoin Savior Extraordinaire. To get your stolen bitcoin back, reach out to Wizard Hilton Cyber Tech via: Email : wizardhiltoncybertech ( @ ) gmail (. ) com WhatsApp number +18737715701 Good Day.
27.10.25 17:20 fatimanorth

The Federal Trade Commission said that more than $1 billion had been lost to cryptocurrency scams in 2023. Victims frequently lose everything, including hope, trust, and wealth. When your hard-earned money disappears into digital shadows, you feel trapped. Nowadays, cryptocurrency frauds are very common. You can get help from recovery specialist Marie at [email protected] and via WhatsApp at +1 7127594675.
28.10.25 00:55 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
28.10.25 00:55 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
29.10.25 03:43 Christopherbelle

A sudden money crisis struck me. I dropped $82,000 to a phony crypto scam. All seemed fine until I went to pull out my gains. Then, i was unable to get back my hard earned money. I reported it to the police several times. No aid came my way. Deep sadness hit me; I felt crushed. That's when I learned about Sylvester Bryant Intelligence. They acted quick and fair from the start. They checked my case closely. They followed the path of my lost cash. They pushed strong for me at each turn. In shock, they brought my funds back. I had figured it could not happen. I thank them for their effort and honesty. Sylvester Bryant Intelligence gave me calm again. If a scam stole your crypto, reach out to them today. Contact Info: Yt7cracker@gmail . com WhatsApp: +1 512 577 7957 or +44 7428 662701.
29.10.25 10:56 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
29.10.25 10:56 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
30.10.25 09:49 Christopherbelle

I suffered a huge money blow when $80,000 slipped away in a bogus crypto plot. It all looked great at first. Then I went to pull out my gains, and poof—my account was gone. I kept telling the cops about it, but they did zip. I felt shattered and lost. That's when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed clear steps, sharp know-how, and real drive to fix it. They tracked my missing cash step by step and pushed hard till they got it back. I swear, I figured it was a lost cause. Their straight-up work and trust brought back my calm. If a scam stole your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701
30.10.25 12:03 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