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https://github.com/dominic248/django-docker
Tech-Stack: Django, Django-REST-Framework, Docker, Firebase-db Hosted Django API (with Docker and Heroku). Face Training API with firebase-db, Face Recognition API with firebase-db, Image Color Transfer API, Sudoku Solver API, Sudoku Extractor API
https://github.com/dominic248/django-docker
django django-rest-framework docker
Last synced: 6 days ago
JSON representation
Tech-Stack: Django, Django-REST-Framework, Docker, Firebase-db Hosted Django API (with Docker and Heroku). Face Training API with firebase-db, Face Recognition API with firebase-db, Image Color Transfer API, Sudoku Solver API, Sudoku Extractor API
- Host: GitHub
- URL: https://github.com/dominic248/django-docker
- Owner: dominic248
- Created: 2020-11-06T18:52:58.000Z (about 4 years ago)
- Default Branch: master
- Last Pushed: 2021-07-07T19:56:46.000Z (over 3 years ago)
- Last Synced: 2024-08-26T21:38:12.608Z (3 months ago)
- Topics: django, django-rest-framework, docker
- Language: Python
- Homepage: https://gist.github.com/dms24081999/da8ff7be44b6eb38550668cf0df563e0
- Size: 771 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Django in Docker
## Docker file for Django with OpenCV-4 and dlib
### Create Docker Image
```
docker build -t -f Dockerfile .
```
### Run Docker Image
```
docker run -it -p 8888:8888
```
---
## Setting up Django API Project for Face Recognition (first time only)
```
virtualenv -p python3.6 env
source ./env/bin/activate
sudo apt-get install cmake
pip install -r requirements.txt
```
---
## Running the Django API Project for Face Recognition
```
source ./env/bin/activate
python src/manage.py runserver
```
---
## Creating a public server for Django API project
Download [ngrok](https://ngrok.com/) and extract files on your PC and export the path to ngrok file to the System Environment PATH variable and run
```
ngrok http 8000
```
You'll get a link to access the Django API Project outside the home network.
---
## API endpoints: https://delta24-mini-django-api-v1.herokuapp.com/
NOTE
- Use 100x100 image dimension on these endpoints to avoid memory leak, due to large numpy array. (For face training and face recognition API's)
- Server sleeps after 30 minutes of inactivity and will take time to restart on new requests after 30 minutes of inactivity.
### **Face Training API:**
> **API endpoint:** ```/face_detection/train/firebase/```
> **Method:** POST
> **Parameters:**
> 1. **```image```**
> **Type:** Image
> **Alternative:** ```url``` (Image URL)
> **Description:** Single image file with 1 person in image.
> 2. **```name```**
> **Type:** String
> **Description:** Name of the person.
> 3. **```resume```** (optional)
> **Type:** Boolean
> **Description:** Resume training or overwrite all previous trainings.
### **Face Recognition API:**
> **API endpoint:** ```/face_detection/detect/firebase/```
> **Method:** POST
> **Parameters:**
> 1. **```image```**
> **Type:** Image
> **Alternative:** ```url``` (Image URL)
> **Description:** Single image file with 1 person in image.
### **Color Transfer API:**
> **API endpoint:** ```/colortransfer/```
> **Method:** POST
> **Parameters:**
> 1. **```source_url```**
> **Type:** Image
> **Alternative:** ```source_url``` (Image URL)
> **Description:** Single image file or URL of image.
> 2. **```target_image```**
> **Type:** Image
> **Alternative:** ```target_url``` (Image URL)
> **Description:** Single image file or URL of image.
> 3. **```json```**
> **Type:** Boolean
> **Description:** To get image as Base64 URL set it as ```true``` and for Image response set it as ```false```.
### **Sudoku Solver API:**
> **API endpoint:** ```/sudoku/solver/```
> **Method:** POST
> **Parameters:**
> 1. **```sudoku```**
> **Type:** 2D-Array/List
> **Description:** 2D-Array/List, with blank cells of sudoku filled with 0.
### **Sudoku Extractor API:**
> **API endpoint:** ```/sudoku/extractor/```
> **Method:** POST
> **Parameters:**
> 1. **```image```**
> **Type:** Image
> **Alternative:** ```url``` (Image URL)
> **Description:** Single image file with a cropped sudoku puzzle.