40 Open Source Activity Recognition Software Projects
Free and open source activity recognition code projects including engines, APIs, generators, and tools.
Lstm Human Activity Recognition 2684 ⭐
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
Activity Recognition With Cnn And Rnn 408 ⭐
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
Video Caffe 173 ⭐
Video-friendly caffe -- comes with the most recent version of Caffe (as of Jan 2019), a video reader, 3D(ND) pooling layer, and an example training script for C3D network and UCF-101 data
Nvlabs Step 178 ⭐
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)
Rnn For Human Activity Recognition Using 2d Pose Input 147 ⭐
Activity Recognition from 2D pose using an LSTM RNN
Deep Learning Activity Recognition 142 ⭐
A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)
Motion Sense 116 ⭐
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)
Intro To Cv Ud810 107 ⭐
Problem Set solutions for the "Introduction to Computer Vision (ud810)" MOOC from Udacity
Wdk 58 ⭐
The Wearables Development Toolkit - a development environment for activity recognition applications with sensor signals
Sdn 61 ⭐
[NeurIPS 2019] Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition
Hake Action 56 ⭐
As a part of the HAKE project, includes the reproduced SOTA models and the corresponding HAKE-enhanced versions (CVPR2020).
R2plus1d C3D 34 ⭐
A PyTorch implementation of R2Plus1D and C3D based on CVPR 2017 paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition" and CVPR 2014 paper "Learning Spatiotemporal Features with 3D Convolutional Networks"
Glimpse_clouds 29 ⭐
Pytorch implementation of the paper "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points", F. Baradel, C. Wolf, J. Mille , G.W. Taylor, CVPR 2018
Bidirectionallstm 28 ⭐
Action Recognition in Video Sequences using Deep Bi-directional LSTM with CNN Features
Squeeze And Recursion Temporal Gates 27 ⭐
Implementation of Squeeze and Recursion Temporal Gates blocks for action recognition
Awesome Group Activity Recognition 18 ⭐
A curated list of Group Activity (a.k.a., Collective Activity) recognition papers, codes, datasets and other resources.
Activity Recognition 16 ⭐
Multilevel model for activity recognition in basketball using Optical Flow, LSTM and CNN
Human_activity_torch 12 ⭐
Human activity recognition using human pose information to aid classification.
Multimodal Deep Q Network For Social Human Robot Interaction 11 ⭐
Multimodal Deep Q-Network (MDQN) for modelling human-like social intelligence.
Activity_rec_ml Lstm 11 ⭐
Activity Recognition using Temporal Optical Flow Convolutional Features and Multi-Layer LSTM