raj-gupta1/moping-and-walking-recognition

Moping and Walking Recognition

Watch Output Video here: https://youtu.be/2sNKAssR5mY

© Raj Gupta 2021

Paper Referenced from:

KMediaPipe: A Framework for Building Perception Pipelines Camillo Lugaresi, Jiuqiang Tang, Hadon Nash, Chris McClanahan, Esha Uboweja, Michael Hays, Fan Zhang, Chuo-Ling Chang, Ming Guang Yong, Juhyun Lee, Wan-Teh Chang, Wei Hua, Manfred Georg and Matthias Grundmann Google Research https://arxiv.org/pdf/1906.08172.pdf

Architecture used

• Mediapipe
• No. of classes: 2

Functions provided

• Walking detection
• Moping detection

Deployment

• Its just a CLI for now and will be deployed as a webapp in future.

Libraries used

• Numpy , mediapipe, sklearn, pickle
• OpenCV, os, csv, pandas

Tools used

• Jupyter Notebook
• GitHub