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The Top 23 Video Action Recognition Open Source Projects

Open source projects categorized as Video Action Recognition
Categories > Machine Learning > Action Recognition
Categories > Media > Video
Awesome Action Recognition ⭐ 3,494
A curated list of action recognition and related area resources
most recent commit a year ago
Paddlevideo ⭐ 1,355
Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection.
dependent packages 1total releases 2most recent commit 3 months agopypi paddlevideo} Downloads
Temporal Segment Networks ⭐ 1,235
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
most recent commit 3 years ago
Two Stream Action Recognition ⭐ 844
Using two stream architecture to implement a classic action recognition method on UCF101 dataset
most recent commit 5 years ago
Video Classification 3d Cnn Pytorch ⭐ 749
Video classification tools using 3D ResNet
most recent commit 5 years ago
Realtime Action Recognition ⭐ 502
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 !!!)
most recent commit 3 years ago
Video Classification ⭐ 498
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
most recent commit 3 years ago
Two Stream Pytorch ⭐ 420
PyTorch implementation of two-stream networks for video action recognition
most recent commit 3 years ago
Video Understanding Dataset ⭐ 352
A collection of recent video understanding datasets, under construction!
most recent commit 6 years ago
Action Recognition Visual Attention ⭐ 338
Action recognition using soft attention based deep recurrent neural networks
most recent commit 7 years ago
Video Dataset Loading Pytorch ⭐ 323
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
most recent commit a year ago
Ta3n ⭐ 256
[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
most recent commit 3 months ago
Lintel ⭐ 226
A Python module to decode video frames directly, using the FFmpeg C API.
total releases 1most recent commit 5 years ago
Actionvlad ⭐ 201
ActionVLAD for video action classification (CVPR 2017)
most recent commit 5 years ago
Movienet Tools ⭐ 174
Tools for movie and video research
most recent commit 2 years ago
Video Caffe ⭐ 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
most recent commit 5 years ago
Charades Algorithms ⭐ 171
Activity Recognition Algorithms for the Charades Dataset
most recent commit 5 years ago
Hidden Two Stream ⭐ 168
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
most recent commit 6 years ago
Tpn ⭐ 167
[CVPR 2020] Temporal Pyramid Network for Action Recognition
most recent commit 4 years ago
C3d Keras ⭐ 159
C3D for Keras + TensorFlow
most recent commit 7 years ago
Vip ⭐ 146
Video Platform for Action Recognition and Object Detection in Pytorch
most recent commit 4 years ago
Ig65m Pytorch ⭐ 145
PyTorch 3D video classification models pre-trained on 65 million Instagram videos
most recent commit 4 years ago
Something_else ⭐ 137
Code repository for the paper: 'Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks'
most recent commit 8 months ago
The 2 Latest Releases In Video Action Recognition Open Source Projects
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