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Our orbital project involving image resolution enhancement based on deep-learning models

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RusdiHaizim/orbital_deblurteam

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BigFace

This app is designed to enhance images containing human faces, and enhances it to 512 pixels. The enhancement is done at the backend, involving a remote server hosted on a static IP. The app is suited for those that want to have a better quality image for their profile pictures or a higher quality image of a person's face from a group photo.

Users can toggle between Face Detection and Manual Cropping modes. From there, the rest of the steps is quite intuitive and the user can refer to the info button at the main page should he/she require further clarification.

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Website Version

https://tinyurl.com/bigfaceapp

Mobile Version (Android)

Latest Versions

V2.1 - https://drive.google.com/open?id=1Ws-3jFyQXUTX-p8jiwYA1neK-rdC4CoH (NEWEST!)

V2.0 - https://drive.google.com/open?id=1Deelik8doPwieiv4DZALYcVY5bNvyvDV

V1.9 - https://drive.google.com/open?id=1r5Brt1HTgChZL3qcWqI3GIue3TESeH9J

V1.8 - https://drive.google.com/open?id=1636pXXBZ3-bYgcBGLTRcJDYaq19ce2qB

Deprecated Versions

V1.7 - https://drive.google.com/open?id=1ixKdSWpMFcPn86JWsfWvGO0_Oe47l7WZ

V1.6 - https://drive.google.com/open?id=1IkjyMi8ItJ79CMKbXVDsldx_Z3sucvrY

V1.5 - https://drive.google.com/open?id=1ksXeiU2wtJBmkcAiEU4mD1jmOPWt45xG

De Blur Team (Orbital 2019)

Project Members:

  1. Oung Kennedy
  2. Rusdi Haizim

Milestone Log

Milestone 1: https://docs.google.com/document/d/1gz3FsQ0C41l2UUn4lX4J7ruh-eSwCi41aoC2YN-zsgM/edit?usp=sharing

Milestone 2: https://docs.google.com/document/d/1G3XGb_RewxfNP4fws-7PwsP13DjLSxJj7-hUUgYSlT4/edit?usp=sharing

Milestone 3: https://docs.google.com/document/d/14AliBuvWviDZFewDaQ_kL2mzgHMbobC0_nqp4amChwQ/edit?usp=sharing

Blogpost

https://medium.com/@rusdihaizim/superes-an-orbital-project-9d04e3411721

Credits

Magnifying Glass icon: Freepik

Human Hand icon: Stefan Kovac

Robot Arm icon: Oksana Latysheva

Machine Learning Code (Backend) - https://github.com/OungKennedy/Orbital-Superres

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