#
action-recognition
Here are 266 public repositories matching this topic...
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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Jul 30, 2020
3D ResNets for Action Recognition (CVPR 2018)
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Jun 11, 2020 - 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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Aug 7, 2020 - Python
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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Aug 24, 2020 - 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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Updated
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
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
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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May 31, 2019 - Jupyter Notebook
PyTorch implementation of two-stream networks for video action recognition
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May 25, 2020 - Python
A collection of recent video understanding datasets, under construction!
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Jun 14, 2018
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
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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Jan 29, 2020 - Python
Open
Roadmap of MMAction2
16
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:
- Suggest a new feature by leaving a comment.
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Skeleton-based Action Recognition
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Oct 21, 2020 - HTML
This repository host the code for real-time action detection paper
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Sep 1, 2019 - MATLAB
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
Codes for popular action recognition models, verified on the something-something data set.
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Apr 8, 2019 - Python
[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection
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Aug 24, 2020 - Python
ActionVLAD for video action classification (CVPR 2017)
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Feb 14, 2019 - Python
PyTorch 3D video classification models pre-trained on 65 million Instagram videos
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Dec 7, 2019 - Python
[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
video
pytorch
action-recognition
video-classification
domain-adaptation
cvpr2019
iccv2019
domain-discrepancy
video-da-datasets
temporal-dynamics
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Updated
Sep 28, 2020 - Python
Implementation Code of the paper Optical Flow Guided Feature, CVPR 2018
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May 17, 2019 - C++
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)
amp
activity-recognition
apex
ava
action-recognition
video-understanding
spatio-temporal
step
action-detection
iterative
ucf101
activity-detection
ava-dataset
spatial-temporal
video-action
ucf101-dataset
ucf24
ucf24-dataset
video-activity
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Oct 19, 2019 - Python
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
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Dec 20, 2017 - C++
[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"
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Jul 22, 2020 - Python
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
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Dec 24, 2018 - C++
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Hi, thanks for the great code!
I wonder do you have plans to support resuming from checkpoints for classification? As we all know, in terms of training ImageNet, the training process is really long and it can be interrupted somehow, but I haven't notice any code related to "resume" in
scripts/classification/train_imagenet.py.Maybe @hetong007 ? Thanks in advance.