125 Open source projects that are alternatives of or similar to 3d Resnets Pytorch

[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.

Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone

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 curated list of action recognition and related area resources

The official PyTorch implementation of "Context Matters: Self-Attention for sign Language Recognition"

This is an official implementation for "Video Swin Transformers".

GUI based on the python api of openpose in windows using cuda10 and cudnn7. Support body , hand, face keypoints estimation and data saving. Realtime gesture recognition is realized through two-layer neural network based on the skeleton collected from the gui.

Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"

An implementation of the LRCN in Torch

Official PyTorch code for the ICIP 2021 paper 'Syntactically Guided Generative Embeddings For Zero Shot Skeleton Action Recognition'

The official Codes for NeurIPS 2019 paper. Quanfu Fan, Ricarhd Chen, Hilde Kuehne, Marco Pistoia, David Cox, "More Is Less: Learning Efficient Video Representations by Temporal Aggregation Modules"

[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL

REPresentAtion bIas Removal (REPAIR) of datasets

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

Deep Learning for Computer Vision (CommE 5052) in NTU

Action-Localization, Atomic Visual Actions (AVA) Dataset

Temporal Convolutional Feature Pyramid Network (TCFPN) & Iterative Soft Boundary Assignment (ISBA), CVPR '18

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

Action recognition with C3D network implemented in tensorflow

Two-stream CNNs for video action recognition implemented in Keras

Implementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch

End-to-end Temporal Action Detection with Transformer. [Under review for a journal publication]

A Repository for maintaining various human skeleton preprocessing steps in numpy and tensorflow along with tensorflow model to learn pose embeddings.

Temporal action proposals

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

No description or website provided.

A public Python implementation for generating Dynamic Images introduced in 'Dynamic Image Networks for Action Recognition' by Bilen et al.

ICCV 19 Grouped Spatial-Temporal Aggretation for Efficient 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".

code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics

The collection of pre-trained, state-of-the-art AI models for ailia SDK

YAPO e+ - Yet Another Porn Organizer (extended)

Surveillance System Against Violence

Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"

experiments on classifying actions using poses

Spatio-Temporal Action Localization System

NTU-X, which is an extended version of popular NTU dataset

[CVPR 2021] Multi-shot Temporal Event Localization: a Benchmark

State of the art object detection in real-time using YOLOV3 algorithm. Augmented with a process that allows easy training of the classifier as a plug & play solution . Provides alert if an item in an alert list is detected.

PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning

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 for AdaScan: Adaptive Scan Pooling (CVPR 2017)

No description or website provided.

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

Keras implementation for Co-occurrence-Feature-Learning-from-Skeleton-Data-for-Action-Recognition

Two Stream CNN implemented in Keras using in skeleton-based action recognition with dataset NTU RGB+D

Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.

Identifying Visible Actions in Lifestyle Vlogs

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

Count pushups from video/webcam. Tech stack: Keypoint detection, BlazePose, action recognition.

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

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

[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

[CVPR2021] UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles

[ICCV 2021 Oral] Deep Evidential Action Recognition

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

基于kinect 的人体 动作识别

AutoVideo: An Automated Video Action Recognition System