Catwalkgrader: A Catwalk Analysis and Correction System using Machine Learning and Computer Vision


Tianjiao Dong1 and Yu Sun2, 1USA, 2California State Polytechnic University, USA


In recent years, the modeling industry has attracted many people, causing a drastic increase in the number of modeling training classes. Modeling takes practice, and without professional training, few beginners know if they are doing it right or not. In this paper, we present a real-time 2D model walk grading app based on Mediapipe, a library for real-time, multi-person keypoint detection. After capturing 2D positions of a person's joints and skeletal wireframe from an uploaded video, our app uses a scoring formula to provide accurate scores and tailored feedback to each user for their modeling skills.


Runway model, Catwalk Scoring, Flutter, Mediapie.