emotion_recognition

RELEASE

The website was inspired by INT20H Hackathon.

Django 2.1.5

Site contains 3 templates.

There are base.html, that spread to all other templates, index.html - main page, album.html - contains photos and filter for photos by emotions.

Filter acts on the face emotions(>9%).

Database

We were using sqlite3 database (standard Django db). It contains two tables: faces, photos.

Python scripts

• album_download.py

  Contains function which provides availability of certain photos from flickr.com to other scripts by storing there urls in a database.

• face_nice.py

  Contains function which fills the database with photo-analysis results provided by facial recognition service Detect API by faceplusplus.com.

• twelve_threads.py

  Calls the above functions. Utilizes multithreading.

For more detailed desciption view comments in there code.

Locally running app

user@user:~$ python manage.py runserver

In case it won't run, it might be necessary to download packages from requirements.txt.

user@user:~$ pip install -r requirements.txt

ABOUT US

We are a team of aspiring students from KPI.

Our githubs:

• Nikita: https://github.com/heknt
• Nazar: https://github.com/NazarKostetskiy
• Bohdan: https://github.com/deepwebhoax
• Dmitro: https://github.com/LuSTiK-2017