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Kinetics I3d ⭐ 1,159

Convolutional neural network model for video classification trained on the Kinetics dataset.

Tsn Pytorch ⭐ 751

Temporal Segment Networks (TSN) in PyTorch

Twostreamfusion ⭐ 529

Code release for "Convolutional Two-Stream Network Fusion for Video Action Recognition", CVPR 2016.

Pytorch I3d ⭐ 393

Kinetics_i3d_pytorch ⭐ 377

Inflated i3d network with inception backbone, weights transfered from tensorflow

[NeurIPS'20] Self-supervised Co-Training for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.

Actionvlad ⭐ 201

ActionVLAD for video action classification (CVPR 2017)

MARS: Motion-Augmented RGB Stream for Action Recognition

Latetemporalmodeling3dcnn ⭐ 117

I3d_finetune ⭐ 104

TensorFlow code for finetuning I3D model on UCF101.

Deepdeform ⭐ 92

[CVPR'2020] DeepDeform: Learning Non-rigid RGB-D Reconstruction with Semi-supervised Data

Tensorflow implement of paper: Sequence to Sequence: Video to Text

Temporal Binding Network ⭐ 76

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

I3d Tensorflow ⭐ 74

Train I3D model on ucf101 or hmdb51 by tensorflow

Real-time scene flow algorithm for RGB-D cameras

Action Faster Rcnn ⭐ 57

Speedchallenge ⭐ 54

Pykinecttools ⭐ 32

A collection of algorithms for use with RGB-D data.

Tsn Pytorch ⭐ 28

Pytorch impelementation for Temporal Segment Networks (TSN) in ECCV 2016

Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition - BMVC 2018

Weakly Action Localization ⭐ 26

Two Stream Networks ⭐ 23

Multi-stream CNN architectures for action detection with actor-centric filtering

C1 Action Recognition Tsn Trn Tsm ⭐ 22

EPIC-Kitchens-100 Action Recognition baselines: TSN, TRN, TSM

Dataset Catalog ⭐ 22

A catalog for `/data3`.

Activitynet_task_1 ⭐ 21

data_preparation+TSN+BSN

Sceneflownet ⭐ 17

Motion-based Object Segmentation based on Dense RGB-D Scene Flow

Seqvlad Pytorch ⭐ 12

The implementation of Sequential VLAD in Pytorch

Kinetics I3d Pytorch ⭐ 12

Temporal Segment Network Pytorch ⭐ 12

tsn model for action recognition on pytorch

MiorSoft web pages

Optical Flow Guided Feature Pytorch ⭐ 10

Optical Flow Guided Feature for Action Recognition-Pytorch

Flow Python ⭐ 9

optical flow - read, write, visualize, warp, overlay

Two Stream Action Recognition ⭐ 8

Unityflowfield ⭐ 8

Vector flow fields for Unity particles

Utilities for working with optical flows in python

Understand what's happening in an optical flow video with simple visualizations.

Predicting speed of cars using optical flow analysis and Convolutional neural networks

Two Stream Network Pytorch ⭐ 5

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