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action-models

EPIC-Kitchens baselines for Action Recognition

action_biye

Action Recognition with Cross-correlation fusion network and Discriminative Filter Network

activitynet_task_1

data_preparation+TSN+BSN

anet2016-cuhk-feature

Feature Extraction Toolbox from CUHK&ETHZ&SIAT submission to ActivityNet 2016

awesome-attention-mechanism-in-cv

:punch: CV中常用注意力模块;即插即用模块;ViT模型. PyTorch Implementation Collection of Attention Module and Plug&Play Module

awesome-weakly-supervised-temporal-action-localization

A curated publication list on weakly-supervised temporal action localization

decouple-ssad

Decoupling Localization and Classification in Single Shot Temporal Action Detection

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

materials-temporal-action-detection

temporal action detection: benchmark results, features download etc.

ml-stgnet

mmskeleton

Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

moments_models

The pretrained models trained on Moments in Time Dataset

preprocess-activitynet

Preprocess the activityNet dataset for detection task

pyvideoresearch

A repositsory of common methods, datasets, and tasks for video research

rvtclr

spatiotemporalnet

Two-Stream Convolutional Networks for Action Recognition in Videos

srgan

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

step

CVPR2019 STEP: Spatio-Temporal Progressive Learning for Video Action Detection

ta3n

(ICCV 2019 Oral) Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

temporal-binding-network

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

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

tgm-icml19

Code for our ICML 2019 paper "Temporal Gaussian Mixture Layer for Videos"

thumos14-i3d

timeception

Implementation of the paper: Timeception for Complex Action Recognition. Accepted as Oral Presentation at CVPR 2019

timecycle

Learning Correspondence from the Cycle-consistency of Time (CVPR 2019)

tutorials

unofficial-dgnn-pytorch

Unofficial PyTorch implementation of the CVPR'19 paper "Skeleton-Based Action Recognition with Directed Graph Neural Networks".