{"id":26053339,"url":"https://github.com/code-418-dpr/vzor-cv","last_synced_at":"2025-07-26T10:38:35.497Z","repository":{"id":281080470,"uuid":"944060711","full_name":"code-418-dpr/VZOR-cv","owner":"code-418-dpr","description":"Модуль CV для проекта 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VZOR-cv\n\n[![license](https://img.shields.io/github/license/code-418-dpr/VZOR-cv)](https://opensource.org/licenses/MIT)\n[![release](https://img.shields.io/github/v/release/code-418-dpr/VZOR-cv?include_prereleases)](https://github.com/code-418-dpr/VZOR-cv/releases)\n[![downloads](https://img.shields.io/github/downloads/code-418-dpr/VZOR-cv/total)](https://github.com/code-418-dpr/VZOR-cv/releases)\n[![code size](https://img.shields.io/github/languages/code-size/code-418-dpr/VZOR-cv.svg)](https://github.com/code-418-dpr/VZOR-cv)\n\n[![Linter](https://github.com/code-418-dpr/VZOR-cv/actions/workflows/linter.yaml/badge.svg)](https://github.com/code-418-dpr/VZOR-cv/actions/workflows/linter.yaml)\n[![Docker](https://github.com/code-418-dpr/VZOR-cv/actions/workflows/docker.yaml/badge.svg)](https://github.com/code-418-dpr/VZOR-cv/actions/workflows/docker.yaml)\n[![CodeQL (Python, GH Actions)](https://github.com/code-418-dpr/VZOR-cv/actions/workflows/codeql.yaml/badge.svg)](https://github.com/code-418-dpr/VZOR-cv/actions/workflows/codeql.yaml)\n\nСервис распознавания изображений для проекта [VZOR](https://github.com/code-418-dpr/VZOR)\n\n## Стек\n\n-   **Python** — язык программирования\n-   **uv** — самый быстрый пакетный менеджер для Python\n-   **gRPC** — фреймворк для связи сервиса с [основным бэкендом](https://github.com/code-418-dpr/VZOR-backend)\n-   **BLIP Image Captioning Large** — модель для описания изображений\n-   **YOLO** — модель для классификации изображений\n-   **EasyOCR** — модель для распознавания текста на изображениях\n-   **Ruff** — быстрый линтер с большим количеством правил\n-   **Docker** — платформа для контейнеризации\n\n## Установка и запуск\n\n0. Клонируйте репозиторий и перейдите в его папку.\n\n### Посредством Docker\n\n1. Установите Docker.\n2. Создайте файл `.env` на основе [.env.template](.env.template) и настройте все описанные там параметры.\n3. Запустите сборку образа:\n\n```shell\ndocker build -t vzor-cv .\n```\n\n4. Теперь запускать образ можно командой:\n\n```shell\ndocker run -d -p 50051:50051 --name vzor-cv-standalone vzor-cv\n```\n\n### Без использования Docker\n\n1. Установите пакетный менеджер uv одним из способов. Например, для Windows:\n\n```shell\npowershell -ExecutionPolicy ByPass -c \"irm https://astral.sh/uv/install.ps1 | iex\"\n```\n\n2. Установите зависимости:\n\n```shell\nuv sync --frozen --no-dev\n```\n\n3. Создайте файл `.env` на основе [.env.template](.env.template) и настройте все описанные там параметры.\n\n4. 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