arky02 / perfit_staccc

Virtual Fitting Simulation app created by Android studio (2019, SK STAC Contest)

PerFit: "Perfect Fit"

Virtual Fitting Simulation app created by Android studio

An Android app using various artificial intelligence techniques.

Google Playstore 앱 배포 URL :

https://play.google.com/store/apps/details?id=com.peftif.android.Perfect_fit&hl=ko-KR

Youtube 홍보 동영상 URL :

https://www.youtube.com/watch?v=TBRoHwU-IEw

🏆 Award and Honors :

SK 'Smarteen App+ Challenge(STAC) 2019' - Excellence Award

General Info

• Screen configuration:

---

• "My Model" Screen
  • Users can save more than 1 person's body dimensions into our app. We allow to make several model profiles and save their body sizes.(for the usage of their family, lovers ...etc)

Techniques we used - AI based Apis and Design Tools

1. PoseNet(Pose estimation)

• Pose estimation is the task of using an ML model to estimate the pose of a person from an image or a video by estimating the spatial locations of key body joints (keypoints).

We used PoseNet to create a Virtual Model and extract body dimensions from it.

2. OCR and OpenCV

• OpenCV is a library of programming functions mainly aimed at real-time computer vision.

We used OCR and OpenCV to extract a clothes size by scanning a clothing's spec measurement.

3. Designing Tools

• Adobe XD, Adobe Illustrator
  

Demo Video

Introduction for the demo video - we offer 2 versions to get measurements for the clothings while using 'PerFit' app.

Version 1 is the main version. It just allows automatic scanning for a clothing's spec measurement by using OCR technique.
But - We also made Version 2 for the unexpected errors while using 'Version 1 - scanning automatically by OCR'.
'Version 2 - using Mini-Perfit' let users to input clothing's dimensional sizes manually. Users can just simply enter clothes sizes into a floating widget, Mini-Perfit.

1. Version 1 - Using OCR

video-1569503809.mp4

---

2. Version 2 - Using Mini-Perfit

video-1569508763.mp4