Human activity recognition

Implementation of human activity recognition using a Convolutional Neural Network combined with a Long-Short Term Memory Network

Libraries and dependencies

• cv2
• moviepy
• imageio 2,4.1
• tensorflow
• keras
• sklearn

Principles implemented

• Convolutional Neural Network
• Long-Short Term Memory Network
• LRCN Approach
• ConvLTSM Approach
• Dataset preprocessing

Run the code to install necessary libraries

            pip install youtube-dl moviepy

            pip install moviepy

            pip install imageio-ffmpeg

            pip3 install imageio==2.4.1

            pip install --upgrade imageio-ffmpeg

            pip install git+https://github.com/TahaAnwar/pafy.git#egg=pafy