#
action-recognition
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A curated list of action recognition and related area resources
awesome
activity-recognition
video-processing
awesome-list
object-recognition
action-recognition
video-understanding
activity-understanding
pose-estimation
action-detection
video-recognition
action-classification
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Jan 18, 2022
3D ResNets for Action Recognition (CVPR 2018)
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Jan 20, 2021 - Python
A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
deep-learning
pytorch
action-recognition
graph-convolutional-network
skeleton-based-action-recognition
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Updated
Jul 1, 2021 - Python
ICCV2021/2019/2017 论文/代码/解读/直播合集,极市团队整理
machine-learning
computer-vision
deep-learning
image-classification
image-recognition
object-detection
image-segmentation
action-recognition
iccv2017
iccv2019
iccv2021
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Oct 23, 2021
Open
Roadmap of MMAction2
36
hellock
commented
Jul 13, 2020
We keep this issue open to collect feature requests from users and hear your voice. Our monthly release plan is also available here.
You can either:
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An open-source toolbox for action understanding based on PyTorch
pytorch
action-recognition
video-understanding
action-detection
temporal-action-detection
temporal-action-localization
spatial-temporal-action-detection
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Mar 25, 2022 - Python
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
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Oct 27, 2020 - Python
Temporal Segment Networks (TSN) in PyTorch
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Jun 21, 2019 - Python
Video classification tools using 3D ResNet
python
computer-vision
deep-learning
pytorch
action-recognition
video-classification
computer-vision-tools
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Nov 23, 2018 - Python
Using two stream architecture to implement a classic action recognition method on UCF101 dataset
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Oct 14, 2019 - Python
wangxinzhe0617
commented
Feb 1, 2021
项目中只是说了使用多标签微调lstm 没有说明具体该怎么给视频标注多标签 标注几个 这个对于新手也比较难,能举个例子说明一下嘛,给没有经验的小菜一个标注的方向,万分感谢!谢谢!
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
cnn
lstm
rnn
resnet
transfer-learning
action-recognition
video-classification
pytorch-tutorial
ucf101
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Dec 7, 2020 - Jupyter Notebook
temporal action detection with SSN
action-recognition
video-understanding
action-detection
temporal-activity-localization
structured-segment-networks
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Jun 21, 2019 - Python
Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)
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Jul 3, 2021 - Python
Skeleton-based Action Recognition
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Apr 7, 2022 - HTML
PyTorch implementation of two-stream networks for video action recognition
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Dec 22, 2020 - Python
A collection of recent video understanding datasets, under construction!
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Updated
Jun 14, 2018
The collection of pre-trained, state-of-the-art AI models for ailia SDK
machine-learning
deep-learning
neural-network
gan
image-classification
face-recognition
face-detection
object-detection
image-segmentation
object-tracking
object-recognition
action-recognition
audio-processing
pose-estimation
anomaly-detection
crowd-counting
hand-detection
fashion-ai
background-removal
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Updated
Apr 7, 2022 - Python
Action recognition using soft attention based deep recurrent neural networks
deep-neural-networks
video
deep-learning
paper
deep
deeplearning
attention-mechanism
action-recognition
soft-attention
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Oct 30, 2016 - Jupyter Notebook
[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"
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Feb 4, 2022 - Python
Spatio-Temporal Action Localization System
model-zoo
gpu
torch
pytorch
ava
demo-video
action-recognition
action-detection
state-of-the-art
ava-dataset
alphaction
alpha-action
spatio-temporal-action-localization
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Updated
Nov 23, 2020 - Python
Data preparation and loader for AMASS
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Dec 20, 2021 - Jupyter Notebook
This repository host the code for real-time action detection paper
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Feb 23, 2021 - MATLAB
A list of Human-Object Interaction Learning.
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Apr 6, 2022
[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition
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Mar 31, 2022 - Python
Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"
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May 20, 2018 - Python
A Python module to decode video frames directly, using the FFmpeg C API.
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Apr 6, 2019 - C
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
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Dec 31, 2021 - Python
PyTorch 3D video classification models pre-trained on 65 million Instagram videos
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Dec 7, 2019 - Python
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Hi,
I need to download the something-to-something and jester datasets. But the 20bn website "https://20bn.com" are not available for weeks, the error message is "503 Service Temporarily Unavailable".
I have already downloaded the video data of something-to-something v2, and I need the label dataset. For the Jester, I need both video and label data. Can someone share me the