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

Convolutional Neural Network

Long-Short Term Memory Network

LRCN Approach

ConvLTSM Approach

Dataset preprocessing

            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