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+++ b/README.md
@@ -1,65 +1,67 @@
-# PermHack
+# Искуственный - да, Интелект- нет
 
-<a alt="Nx logo" href="https://nx.dev" target="_blank" rel="noreferrer"><img src="https://raw.githubusercontent.com/nrwl/nx/master/images/nx-logo.png" width="45"></a>
+✨ Нами был реализован микросервисный комплекс использующий ансамбль свёрточных нейронных сетей на базе YOLO v8 и Torch Vision. Мы провели анализ доступных архитектур для решения поставленной задачи и остановились на данном решении ввиду его производительности. Наша платформа поставляется вместе с оптимизированными сервисами сбора метрик и современным WEB-интерфейсом. Кроме этого мы интегрировали наш программный продукт с промышленными системами видеонаблюдения mars.
 
-✨ **This workspace has been generated by [Nx, a Smart, fast and extensible build system.](https://nx.dev)** ✨
-
-
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-
-## Start the app
-
-To start the development server run `nx serve crud`. Open your browser and navigate to http://localhost:4200/. Happy coding!
-
-
-## Generate code
-
-If you happen to use Nx plugins, you can leverage code generators that might come with it.
-
-Run `nx list` to get a list of available plugins and whether they have generators. Then run `nx list <plugin-name>` to see what generators are available.
-
-Learn more about [Nx generators on the docs](https://nx.dev/plugin-features/use-code-generators).
-
-## Running tasks
-
-To execute tasks with Nx use the following syntax:
+## Развертывание
 
+### Backend
+```bash
+cd apps
 ```
-nx <target> <project> <...options>
+```bash
+sudo docker-compose up -d
 ```
-
-You can also run multiple targets:
-
+### Frontend
+```bash
+npm i -g nx
 ```
-nx run-many -t <target1> <target2>
+```bash
+nx run crud:serve:development --host=0.0.0.0
 ```
 
-..or add `-p` to filter specific projects
-
+### Model
+```bash
+cd yolo-websocket
 ```
-nx run-many -t <target1> <target2> -p <proj1> <proj2>
+```bash
+git checkout master
+```
+```bash
+sudo docker-compose up -d
 ```
 
-Targets can be defined in the `package.json` or `projects.json`. Learn more [in the docs](https://nx.dev/core-features/run-tasks).
-
-## Want better Editor Integration?
-
-Have a look at the [Nx Console extensions](https://nx.dev/nx-console). It provides autocomplete support, a UI for exploring and running tasks & generators, and more! Available for VSCode, IntelliJ and comes with a LSP for Vim users.
-
-## Ready to deploy?
-
-Just run `nx build demoapp` to build the application. The build artifacts will be stored in the `dist/` directory, ready to be deployed.
-
-## Set up CI!
-
-Nx comes with local caching already built-in (check your `nx.json`). On CI you might want to go a step further.
+#### Альтернативный запуска (не рекомендуем)
+```bash
+nx run-many -t py-categories-service py-conveyor-service crud
+```
 
-- [Set up remote caching](https://nx.dev/core-features/share-your-cache)
-- [Set up task distribution across multiple machines](https://nx.dev/core-features/distribute-task-execution)
-- [Learn more how to setup CI](https://nx.dev/recipes/ci)
+После запуска приложение будет доступно на http://localhost:4200
+
+|  Name   |                                              Source                                              | Deploy URL | Hosted URL                     |
+|:-------:|:------------------------------------------------------------------------------------------------:| :---: |:-------------------------------|
+|   WEB   |                [crud](https://github.com/perm-hack/perm-hack/tree/main/apps/crud)                | http://localhost:4200 | https://ayin.k-lab.su          |
+| Backend | [py-conveyor-service](https://github.com/perm-hack/perm-hack/tree/main/apps/py-conveyor-service) | http://localhost:4200/api/docs | https://ayin.k-lab.su/api/docs |
+|  Model  |                                        [yolo-websocket](https://github.com/95862888/yolo-websocket/tree/master)                                        |                                |                                |
+
+## Архитектура
+
+```mermaid
+graph TD;
+    agw-e2w-->agw;
+    crud-e2e-->crud;
+    crud-->agw;
+    agw-->py-categories-service;
+    agw-->py-conveyor-service;
+    py-conveyor-service-->db;
+    page-->crud;
+    ui-->page;
+    yolo-websocket-->ui;
+    yolo-websocket-->py-conveyor-service;
+    yolo-websocket-->ml-flow;
+    ml-flow-->s3;
+```
 
-## Connect with us!
+ML-Flow & s3 развернуты в локальной сети.
 
-- [Join the community](https://nx.dev/community)
-- [Subscribe to the Nx Youtube Channel](https://www.youtube.com/@nxdevtools)
-- [Follow us on Twitter](https://twitter.com/nxdevtools)
+![dataset.jpg](__assets__%2Fdataset.jpg)
+![model_v4.jpg](__assets__%2Fmodel_v4.jpg)
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