403 Open source projects that are alternatives of or similar to Step

A curated list of action recognition and related area resources

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

Paper list of activity prediction and related area

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

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

C3D for Keras + TensorFlow

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.

ActionVLAD for video action classification (CVPR 2017)

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

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

Temporal Segment Networks (TSN) in PyTorch

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]

A collection of recent video understanding datasets, under construction!

Temporal Segments LSTM and Temporal-Inception for Activity Recognition

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

Spatio-Temporal Action Localization System

TensorFlow code for finetuning I3D model on UCF101.

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

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

An open-source toolbox for action understanding based on PyTorch

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

[ICCV 2021 Oral] Deep Evidential Action Recognition

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".

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

HAKE-Action in PyTorch

temporal action detection with SSN

Tools for movie and video research

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

Weakly Supervised Action Recognition and Detection

AMP Module for Nuxt

A no-brainer way of testing your Sagas

Activity Recognition Algorithms for the Charades Dataset

A list of the Human-Object Interaction Learning studies.

Tool to help users bulk create and update custom metadata records in salesforce.com from a CSV file.

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

Automation Components are a collection of reusable and production-ready extensions that include invocable actions, flow screen components and local actions.

Explore Action Recognition

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

Data preparation and loader for AMASS

👦 Lad is the best Node.js framework. Made by a former Express TC and Koa team member.

SOTA Re-identification Methods and Toolbox

Code formatter for the Apex Programming Language

Automatically add Accelerated Mobile Pages (AMP Project) functionality on your WordPress.

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.

Sample application for Lightning Web Components on Salesforce Platform. Part of the sample gallery. Real estate use case. Get inspired and learn best practices.

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

Activity Recognition from 2D pose using an LSTM RNN

Enable AMP on your WordPress site, the WordPress way.

Generic DI library with support for Apex, Triggers, Visualforce and Lightning

Mirror of Apache Apex malhar

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.

Stop upgrade, most of features were delivered in https://github.com/xjsender/haoide-vscode

Implementation Code of the paper Optical Flow Guided Feature, CVPR 2018

Video Platform for Action Recognition and Object Detection in Pytorch

Salesforce Sample App part of the sample gallery. Real estate use case. Get inspired and learn best practices.

Training examples and results for ImageNet(ILSVRC2012)/CIFAR100/COCO2017/VOC2007+VOC2012 datasets.Image Classification/Object Detection.Include ResNet/EfficientNet/VovNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLOv3.

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

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

Education Data Architecture

Dynamic Image Networks for Action Recognition