Popular GitHub Repositories for Activity Recognition

A curated list of action recognition and related area resources

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

Temporal Segments LSTM and Temporal-Inception for Activity Recognition

HAKE-Action in PyTorch

HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20, TPAMI'21)

Deep Learning-Based Gait Recognition Using Smartphones in the Wild

Developing a virtual personal fitness tracker and exercise activity recognition A.I. using computer vision and deep learning.

Intelligent Driver Monitoring system for Autonomous Vehicles

PyTorch implementation of AAAI 2021 paper: A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization

Psychology-inspired Eye Movement Synthesis for Gaze-based Activity Recognition

Multimodal Deep Q-Network (MDQN) for modelling human-like social intelligence.

Multimodal Deep Attention Recurrent Q-Network for perceivable social human-robot interaction.

Knowledge-based cOntinuous Loop Semantic Reasoner

An application that builds ML models in recognising activity from inertial sensors data

Activity is an IOS App that show how to train and deploy a Human Activity Model in your mobile thanks to CoreML and TuriCreate

Non-Driving-Activiy_recognition in level 3 autonomous vehicle

A Computer Vision Framework to run CV models and tasks.

This project involves a comprehensive comparative analysis of various machine learning models to classify activities based on a given dataset. The analysis follows a structured approach, including data exploration, model training, model evaluation, and results interpretation to identify the best performing model.