114 Open source projects that are alternatives of or similar to glimpse_clouds

STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)

A curated list of action recognition and related area resources

Temporal Segments LSTM and Temporal-Inception for Activity Recognition

Paper list of activity prediction and related area

A one stop shop for all of your activity recognition needs.

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.

The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)

An open-source toolbox for action understanding based on PyTorch

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)

The Wearables Development Toolkit - a development environment for activity recognition applications with sensor signals

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

A curated list of egocentric (first-person) vision and related area resources

Problem Set solutions for the "Introduction to Computer Vision (ud810)" MOOC from Udacity

Comprehensive, latest, and deployable video deep learning algorithm, including video recognition, action localization, and temporal action detection tasks. It's a high-performance, light-weight codebase provides practical models for video understanding research and application

Activity Recognition from 2D pose using an LSTM RNN

Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.

As a part of the HAKE project, includes the reproduced SOTA models and the corresponding HAKE-enhanced versions (CVPR2020).

Tools for movie and video research

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

Temporal Segment Networks (TSN) in PyTorch

[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

A collection of recent video understanding datasets, under construction!

Timeception for Complex Action Recognition, CVPR 2019 (Oral Presentation)

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

Useful Toolbox for Anomaly Detection

DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)

一些关于机器学习的学习资料与研究介绍

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".

C3D for Keras + TensorFlow

awesome grounding: A curated list of research papers in visual grounding

Temporal 3D ConvNet

ActionVLAD for video action classification (CVPR 2017)

Deep Learning-Based Gait Recognition Using Smartphones in the Wild

Pytorch Implementation of "Object level Visual Reasoning in Videos", F. Baradel, N. Neverova, C. Wolf, J. Mille, G. Mori , ECCV 2018

HAKE-Action in PyTorch

Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction". And for the ECCV'20 SimAug paper.

A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)

TensorFlow code for finetuning I3D model on UCF101.

React Native wrapper for the Activity Recognition API.

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"

CP-360-Weakly-Supervised-Saliency

A Pytorch implemention for some state-of-the-art models for" Temporally Language Grounding in Untrimmed Videos"

Enhance your application with the ability to see and interact with humans using any RGB camera.

Human Fall Detection from CCTV camera feed

Skeleton-based method for activity recognition problem

[TPAMI Special Issue on ICCV 2021 Best Papers, Oral] Just Ask: Learning to Answer Questions from Millions of Narrated Videos

temporal action detection with SSN

[ICCV 2021 Oral] Deep Evidential Action Recognition

Activity Recognition Algorithms for the Charades Dataset

A new codebase for Group Activity Recognition. It contains codes for ICCV 2021 paper: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition and some other methods.

Personalized machine learning on the smartphone

A curated list of “Temporally Language Grounding” and related area

STCNet: Spatio-Temporal Cross Network for Industrial Smoke Detection

Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)

Realtime implemnetation of spatial-temporal local features

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

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

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

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