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Search results for deep learning action recognition
action-recognition
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deep-learning
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80 search results found
Gluon Cv
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5,422
Gluon CV Toolkit
Mmaction2
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3,647
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
3d Resnets Pytorch
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2,677
3D ResNets for Action Recognition (CVPR 2018)
Mmskeleton
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2,604
A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
Iccv2023 Paper Code Interpretation
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2,200
ICCV2021/2019/2017 论文/代码/解读/直播合集,极市团队整理
Ailia Models
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1,708
The collection of pre-trained, state-of-the-art AI models for ailia SDK
Training_extensions
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1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Pyskl
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763
A toolbox for skeleton-based action recognition.
Tsn Pytorch
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751
Temporal Segment Networks (TSN) in PyTorch
Video Classification 3d Cnn Pytorch
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749
Video classification tools using 3D ResNet
Ms G3d
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405
[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"
Action Recognition Visual Attention
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338
Action recognition using soft attention based deep recurrent neural networks
Video Dataset Loading Pytorch
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323
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
Actionvlad
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201
ActionVLAD for video action classification (CVPR 2017)
Cvpr 2023 Papers
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185
CVPR 2023 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. A star in the development of visual intelligence!
Optical Flow Guided Feature
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177
Implementation Code of the paper Optical Flow Guided Feature, CVPR 2018
Movienet Tools
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174
Tools for movie and video research
Video Caffe
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173
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
C3d Keras
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159
C3D for Keras + TensorFlow
Dynamic Image Nets
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153
Dynamic Image Networks for Action Recognition
Phar
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150
deep learning sex position classifier
Vip
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146
Video Platform for Action Recognition and Object Detection in Pytorch
Human Action Recognition With Keras
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145
Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)
Volleyvision
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122
Applying Deep Learning Approaches to Volleyball Data
Epic Kitchens 55 Annotations
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121
🍴 Annotations for the EPIC KITCHENS-55 Dataset.
I3d_finetune
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104
TensorFlow code for finetuning I3D model on UCF101.
Predict Cluster
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102
Repository for PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition
Videotransformer Pytorch
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90
PyTorch implementation of a collections of scalable Video Transformer Benchmarks.
Video_classification_pytorch
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88
Video Classification based on PyTorch
3d Resnets
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88
3D ResNets for Action Recognition
Keras Kinetics I3d
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86
keras implementation of inflated 3d from Quo Vardis paper + weights
M Pact
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78
A one stop shop for all of your activity recognition needs.
Torch Lrcn
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66
An implementation of the LRCN in Torch
Cater
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63
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
Training_toolbox_caffe
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49
Training Toolbox for Caffe
Two Stream Action Recognition
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47
My re-implementation of two stream action recognition
Ta3n
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44
[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)
Cv_dl_gather
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42
Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.
I3d_keras
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41
I3D implemetation in Keras + video preprocessing + visualization of results
Tcfpn Isba
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41
Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment, CVPR 2018.
Epic Kitchens 55 Starter Kit Action Recognition
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39
🌱 Starter kit for working with the EPIC-KITCHENS-55 dataset for action recognition or anticipation
Adascan Public
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37
Code for AdaScan: Adaptive Scan Pooling (CVPR 2017)
Pytorch Action Recognition
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37
Action Recognition in Video Sequences using Deep Bi-directional LSTM with CNN Features
Action.sr_cnn
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36
code for Two-Stream SR-CNNs for Action Recognition in Videos 2016
Dlcv2018spring
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32
Deep Learning for Computer Vision (CommE 5052) in NTU
Conv3d Video Action Recognition
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31
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 results similar to those reported by authors
Ball Action Spotting
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31
SoccerNet | 1st place solution for Ball Action Spotting Challenge 2023
Dataset Repair
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29
REPresentAtion bIas Removal (REPAIR) of datasets
Action Recognition Using 3d Resnet
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26
Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.
Action Recognition
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25
Three steps to train your own model for action recognition based on CNN and LSTM by PyTorch.
Action Recognition
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24
Course Project for CS763 Computer Vision IIT Bombay
My Very Deep Caffe
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21
This is an implementation of very deep two stream CNNs for action recognition. The implementation is inspired by Wang et. al., https://github.com/yjxiong/caffe. Some improvements from Wang's implementation include reading videos from LDMB database, faster testing using LDMB interface. The aim is to work better with big dataset such as UCF101, HMDB51, Sports1M and ActivityNet easily.
Visual Relationship Detection Ltn
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21
This repository contains the dataset and the source code for the detection of visual relationships with the Logic Tensor Networks framework.
Temporal Augmentation
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17
Temporal augmentation with two-stream ConvNet features on human action recognition
Tennis_action_recognition
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16
Using deep learning to perform action recognition in the sport of tennis.
Video Semisup
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16
Learning from Temporal Gradient for Semi-supervised Action Recognition (CVPR 2022)
Video Classification 3d Cnn
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15
Video classification tools using 3D ResNet
Slow Fast Pytorch Implementation
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15
Action recognition using Slow Fast Network by FAIR
Surgeon Assist Net
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14
Towards context-aware head-mounted display-based augmented reality for surgical guidance.
Rendezvous
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14
A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.
3dtrl
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12
Code for NeurIPS 2022 paper "Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space"
San
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12
The official PyTorch implementation of "Context Matters: Self-Attention for sign Language Recognition"
Similarity Guided Sampling
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12
3D CNNs with Adaptive Temporal Feature Resolutions (CVPR2021) https://arxiv.org/abs/2011.08652
Robust Deep Learning Pipeline
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12
Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)
Online Action Recognition
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11
Implementation of CNN-Based Model for Online Action Recognition
Videoclassification
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10
Crime detection in cctv footage using deep learning
Deepvideo
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9
Videotransformations
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9
Video transformation for deep learning
Mscl
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9
[ECCV2022] Motion Sensitive Contrastive Learning for Self-supervised Video Representation
Paper_reading
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8
paper reading
Revisiting Spatial Temporal Layouts
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8
Codebase for "Revisiting spatio-temporal layouts for compositional action recognition" (Oral at BMVC 2021).
Tripnet
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7
Divafn
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6
[IEEE T-IP 2020] Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition
Predictive Coding
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6
Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
Deepfft
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6
FFT PyTorch 0.3 GPU implementation & experiments with DeepFFT model in Video Action Recognition and VM Classification
Tsb Gan
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6
Multi-Variate Temporal GAN for Large Scale Video Generation
Video_analytics
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6
Video and images preprocessing and feature extraction.
Cross And Learn
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6
Implementation of the Cross and Learn training scheme
Skeleton Action Recognition
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5
NTU RGB+D Dataset Action Recognition with GNNs and CNNs
Jsalt18 Actrec Lab
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5
Workshop material for "Deep learning for computer vision and activity recognition lab" held during the 2018 JHU Summer School on Human Language Technology .
Online Action Recognition
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5
Implementation of CNN-Based Model for Online Action Recognition
Keras_models
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5
Deep Nets written using the Keras framework.
Early Detection Of Collective Or Individual Theft Attempts Us Ing Long Term Recurrent Convolutional
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5
I designed an intelligent system capable of analyzing movement within the videos and detecting suspicious movement that precedes the occurrence of shoplifting crimes. The proposed system can analyze the movement into two primary classifications: the natural movement, and the suspicious movement (with the percentage of each of them being determined.” Thus, the system appears, depending on the percentage of the type of movement, whether the possibility of theft is high or low, or the Confusion mov
Deepaction
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5
Toolbox for classification of animal behavior in video
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