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Top 35 activity-recognition open source projects

Step
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)
Charades Algorithms
Activity Recognition Algorithms for the Charades Dataset
Video Caffe
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
Deep Learning Activity Recognition
A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)
Motion Sense
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)
Timeception
Timeception for Complex Action Recognition, CVPR 2019 (Oral Presentation)
Hake
HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20)
Machinelearning
一些关于机器学习的学习资料与研究介绍
Intro To Cv Ud810
Problem Set solutions for the "Introduction to Computer Vision (ud810)" MOOC from Udacity
T3d
Temporal 3D ConvNet
Hake Action
As a part of the HAKE project, includes the reproduced SOTA models and the corresponding HAKE-enhanced versions (CVPR2020).
React Native Activity Recognition
React Native wrapper for the Activity Recognition API.
Wdk
The Wearables Development Toolkit - a development environment for activity recognition applications with sensor signals
Sense
Enhance your application with the ability to see and interact with humans using any RGB camera.
Lstm Human Activity Recognition
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
hamnet
PyTorch implementation of AAAI 2021 paper: A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization
Squeeze-and-Recursion-Temporal-Gates
Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Multi-Temporal Convolutions for Human Action Recognition in Videos".
Awesome-Human-Activity-Recognition
An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please note that most of the collections of researches are mainly based on IMU data.
glimpse clouds
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
stipcv
Realtime implemnetation of spatial-temporal local features
R2Plus1D-C3D
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"
1-35 of 35 activity-recognition projects