292 Open source projects that are alternatives of or similar to Actionvlad

A curated list of action recognition and related area resources

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

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TensorFlow code for finetuning I3D model on UCF101.

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

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves result…

A Python module to decode video frames directly, using the FFmpeg C API.

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Paper list of activity prediction and related area

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Using deep learning to perform action recognition in the sport of tennis.

Temporal Segment Networks (TSN) in PyTorch

A collection of recent video understanding datasets, under construction!

temporal action detection with SSN

An open-source toolbox for action understanding based on PyTorch

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

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.

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

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

Official Android SDK for Filestack - API and content management system that makes it easy to add powerful file uploading and transformation capabilities to any web or mobile application.

Dataset and code for the paper "First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations", CVPR 2018.

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features 🔥

The free and open source solution for automated video capture and distribution at scale.

C3D for Keras + TensorFlow

Generate maps of your position throughout PUBG gameplay

Cross-platform, customizable ML solutions for live and streaming media.

API based Online Video Editing using FFMPEG & NodeJs for Backend Editing

Explore Action Recognition

Console Interface and Library to remove silent parts of a media file 🔈

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.

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

Demo projects for iOS Audio & Video development.

MetalImage is more faster and powerful than opengles for iOS. It is very similar to GPUImage framework, but perform a better 3D rendering and multithreads computing abilities.

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

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

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

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.

Dynamic Image Networks for Action Recognition

HTML video editor with FFmpeg

Skeleton-based Action Recognition Papers and Small Notes and Top 2 Leaderboard for NTU-RGBD

a lightweight video editing library for go (trimming, resizing, cropping, and more!)

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

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

A lightweight network for body/hand action recognition

A curated list of awesome video frameworks, libraries, specifications and software.

🍴 Annotations for the EPIC KITCHENS-55 Dataset.

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

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UI and Automation to cut, filter and join high quality webms, mp4s or gifs.

Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)