# manushakarre79/deepvideorestoration architecture

> Architecture diagram of the GitHub repository manushakarre79/deepvideorestoration, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-27). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/manushakarre79/deepvideorestoration
- Repository: https://github.com/manushakarre79/deepvideorestoration

## Overview

This is a Django web application for grayscale image and video colorization/restoration, with registration and login. The README documents a media workflow from upload through model-based processing to downloadable output, but the sampled runtime source implements only home and account views; no upload, inference, frame reconstruction, or result-download code was inspected. Those documented stages are represented as an intended capability, not as verified call wiring. The tree also contains a second, apparently separate Django project; its routes expose only the admin site.

Main entry points: [`video_restoration/colorizer/views.py`](https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/colorizer/views.py) (Web views), [`video_restoration/video_restoration/urls.py`](https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/video_restoration/urls.py) (URL dispatcher), [`video_restoration/colorizer/urls.py`](https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/colorizer/urls.py) (App routes), [`video_restoration/restoration_app`](https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app) (Media upload)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_web["Web application"]
  node_main_urls["URL dispatcher<br/>[urls.py]"]
  node_colorizer_urls["App routes<br/>[urls.py]"]
  node_views["Web views<br/>[views.py]"]
  node_templates["Web pages"]
  node_frontend["Page interactions<br/>[script.js]"]
  node_second_urls["Separate project routes<br/>[urls.py]"]
end

subgraph group_accounts["Accounts"]
  node_account_flow["Account handling<br/>[views.py]"]
  node_django_auth["Django auth"]
  node_sqlite[("SQLite database<br/>[db.sqlite3]")]
end

subgraph group_media["Media restoration"]
  node_media_upload["Media upload"]
  node_media_processing["OpenCV processing"]
  node_color_model["Caffe colorization"]
  node_frame_processing["Video frame processing"]
  node_output["Processed result"]
end

node_user(("User"))
node_visitor(("Visitor"))

node_user -->|"requests pages"| node_main_urls
node_main_urls -->|"includes routes"| node_colorizer_urls
node_colorizer_urls -->|"dispatches requests"| node_views
node_views -->|"renders pages"| node_templates
node_frontend -->|"enables interaction"| node_user
node_views -->|"handles accounts"| node_account_flow
node_account_flow -->|"authenticates users"| node_django_auth
node_account_flow -->|"uses account records"| node_sqlite
node_user -.->|"uploads media"| node_media_upload
node_media_upload -.->|"submits media"| node_media_processing
node_media_processing -.->|"processes color"| node_color_model
node_color_model -.->|"colorizes frames"| node_frame_processing
node_frame_processing -.->|"reconstructs video"| node_output
node_output -.->|"provides result"| node_user
node_visitor -->|"requests admin"| node_second_urls

click node_main_urls "https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/video_restoration/urls.py"
click node_colorizer_urls "https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/colorizer/urls.py"
click node_views "https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/colorizer/views.py"
click node_templates "https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/templates"
click node_frontend "https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/static/js/script.js"
click node_account_flow "https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/colorizer/views.py"
click node_sqlite "https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/db.sqlite3"
click node_media_upload "https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app"
click node_media_processing "https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app"
click node_color_model "https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app"
click node_frame_processing "https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app"
click node_output "https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app"
click node_second_urls "https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/DeepVideoRestoration/DeepVideoRestoration/urls.py"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_main_urls,node_colorizer_urls,node_views,node_templates,node_frontend,node_second_urls,node_user toneBlue
class node_account_flow,node_django_auth,node_sqlite toneAmber
class node_media_upload,node_media_processing,node_color_model,node_frame_processing,node_output toneMint
class node_visitor toneIndigo
```

## Components

### Web application

- [URL dispatcher](https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/video_restoration/urls.py): `video_restoration/video_restoration/urls.py`
- [App routes](https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/colorizer/urls.py): `video_restoration/colorizer/urls.py`
- [Web views](https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/colorizer/views.py): `video_restoration/colorizer/views.py`
- [Web pages](https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/templates): `video_restoration/templates`
- [Page interactions](https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/static/js/script.js): `video_restoration/static/js/script.js`
- [Separate project routes](https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/DeepVideoRestoration/DeepVideoRestoration/urls.py): `video_restoration/DeepVideoRestoration/DeepVideoRestoration/urls.py`

### Accounts

- [Account handling](https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/colorizer/views.py): `video_restoration/colorizer/views.py`
- **Django auth**
- [SQLite database](https://github.com/manushakarre79/deepvideorestoration/blob/main/video_restoration/db.sqlite3): `video_restoration/db.sqlite3`

### Media restoration

- [Media upload](https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app): `video_restoration/restoration_app`
- [OpenCV processing](https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app): `video_restoration/restoration_app`
- [Caffe colorization](https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app): `video_restoration/restoration_app`
- [Video frame processing](https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app): `video_restoration/restoration_app`
- [Processed result](https://github.com/manushakarre79/deepvideorestoration/tree/main/video_restoration/restoration_app): `video_restoration/restoration_app`

### Other components

- **User**
- **Visitor**

## Connections

- User → URL dispatcher: requests pages
- URL dispatcher → App routes: includes routes
- App routes → Web views: dispatches requests
- Web views → Web pages: renders pages
- Page interactions → User: enables interaction
- Web views → Account handling: handles accounts
- Account handling → Django auth: authenticates users
- Account handling → SQLite database: uses account records
- User → Media upload: uploads media
- Media upload → OpenCV processing: submits media
- OpenCV processing → Caffe colorization: processes color
- Caffe colorization → Video frame processing: colorizes frames
- Video frame processing → Processed result: reconstructs video
- Processed result → User: provides result
- Visitor → Separate project routes: requests admin