Official code of paper "PGT: A Progressive Method for Training Models on Long Videos" on CVPR2021

Last update: Mar 30, 2022

Related tags

Deep Learning PGT

Overview

PGT

Code for paper PGT: A Progressive Method for Training Models on Long Videos.

Install

Run pip install -r requirements.txt.
Run python setup.py build develop to compile RoIAlign python wrapper.

Model zoo

Please refer to MODEL_ZOO.md

Acknowledgement

This repository is built on SlowFast.

Citing PGT

@article{pang2021pgt,
  title={PGT: A Progressive Method for Training Models on Long Videos},
  author={Pang, Bo and Peng, Gao and Li, Yizhuo and Lu, Cewu},
  journal={arXiv preprint arXiv:2103.11313},
  year={2021}
}

Owner

Bo Pang

Video Understanding, Computer Vision

GitHub Repository

Implementation for "Domain-Specific Bias Filtering for Single Labeled Domain Generalization"

DSBF Introduction This repository contains the implementation code for paper: Domain-Specific Bias Filtering for Single Labeled Domain Generalization

7 Jan 05, 2023

Source code of NeurIPS 2021 Paper ''Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration''

CaGCN This repo is for source code of NeurIPS 2021 paper "Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration". Paper L

6 Dec 19, 2022

A clean and scalable template to kickstart your deep learning project 🚀 ⚡ 🔥

Lightning-Hydra-Template A clean and scalable template to kickstart your deep learning project 🚀 ⚡ 🔥 Click on Use this template to initialize new re

1 Dec 20, 2021

Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

The Ultimate PyTorch Source-Build Template Translations: 한국어 TL;DR PyTorch built from source can be x4 faster than a naïve PyTorch install. This repos

651 Dec 12, 2022

Drone Task1 - Drone Task1 With Python

Drone_Task1 Matching Results 3.mp4 1.mp4

11 Nov 14, 2022

Explainability for Vision Transformers (in PyTorch)

Explainability for Vision Transformers (in PyTorch) This repository implements methods for explainability in Vision Transformers

442 Jan 04, 2023

验证码识别深度学习 tensorflow 神经网络

captcha_tf2 验证码识别深度学习 tensorflow 神经网络使用卷积神经网络，对字符，数字类型验证码进行识别，tensorflow使用2.0以上目前项目还在更新中,诸多bug，欢迎提出issue和PR, 希望和你一起共同完善项目。实例demo 训练过程优化器选择: Adam

5 Apr 28, 2022

Time Series Forecasting with Temporal Fusion Transformer in Pytorch

Forecasting with the Temporal Fusion Transformer Multi-horizon forecasting often contains a complex mix of inputs – including static (i.e. time-invari

6 Jan 24, 2022

Generic U-Net Tensorflow implementation for image segmentation

Tensorflow Unet Warning This project is discontinued in favour of a Tensorflow 2 compatible reimplementation of this project found under https://githu

1.8k Dec 10, 2022

You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors

You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors In this paper, we propose a novel local descriptor-based fra

80 Dec 15, 2022

An index of algorithms for learning causality with data

awesome-causality-algorithms An index of algorithms for learning causality with data. Please cite our survey paper if this index is helpful. @article{

2.3k Jan 08, 2023

Code for the paper "Jukebox: A Generative Model for Music"

Status: Archive (code is provided as-is, no updates expected) Jukebox Code for "Jukebox: A Generative Model for Music" Paper Blog Explorer Colab Insta

6k Jan 02, 2023

UFPR-ADMR-v2 Dataset

UFPR-ADMR-v2 Dataset The UFPR-ADMRv2 dataset contains 5,000 dial meter images obtained on-site by employees of the Energy Company of Paraná (Copel), w

8 Sep 29, 2022

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

MEAL-V2 This is the official pytorch implementation of our paper: "MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tric

653 Dec 19, 2022

Simple cross-platform application for DaVinci surgical video frame annotation

About DaVid is a simple cross-platform GUI for annotating robotic and endoscopic surgical actions for use in deep-learning research. Features Simple a

4 Oct 09, 2021

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

GAM ⠀⠀ A PyTorch implementation of Graph Classification Using Structural Attention (KDD 2018). Abstract Graph classification is a problem with practic

259 Dec 05, 2022

Source code, data, and evaluation details for “Cross-Lingual Citations in English Papers: A Large-Scale Analysis of Prevalence, Formation, and Ramifications”

Analysis of cross-lingual citations in English papers Contents initial_analysis Source code, data, and evaluation details as published at ICADL2020 ci

1 Oct 27, 2022

Official code of paper "PGT: A Progressive Method for Training Models on Long Videos" on CVPR2021

Related tags

Overview

PGT

Install

Model zoo

Acknowledgement

Citing PGT

Owner

Bo Pang

Implementation for "Domain-Specific Bias Filtering for Single Labeled Domain Generalization"

Source code of NeurIPS 2021 Paper ''Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration''

A clean and scalable template to kickstart your deep learning project 🚀 ⚡ 🔥

Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

Drone Task1 - Drone Task1 With Python

Explainability for Vision Transformers (in PyTorch)

验证码识别深度学习 tensorflow 神经网络

Time Series Forecasting with Temporal Fusion Transformer in Pytorch

Generic U-Net Tensorflow implementation for image segmentation

You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors

An index of algorithms for learning causality with data

Code for the paper "Jukebox: A Generative Model for Music"

UFPR-ADMR-v2 Dataset

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

Simple cross-platform application for DaVinci surgical video frame annotation

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Source code, data, and evaluation details for “Cross-Lingual Citations in English Papers: A Large-Scale Analysis of Prevalence, Formation, and Ramifications”

PyTorch implementation of ICLR 2022 paper PiCO: Contrastive Label Disambiguation for Partial Label Learning

An open source object detection toolbox based on PyTorch

Semantic Scholar's Author Disambiguation Algorithm & Evaluation Suite

Official code of paper "PGT: A Progressive Method for Training Models on Long Videos" on CVPR2021

Related tags

Overview

PGT

Install

Model zoo

Acknowledgement

Citing PGT

Owner

Bo Pang

Implementation for "Domain-Specific Bias Filtering for Single Labeled Domain Generalization"

Source code of NeurIPS 2021 Paper ''Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration''

A clean and scalable template to kickstart your deep learning project 🚀 ⚡ 🔥

Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

Drone Task1 - Drone Task1 With Python

Explainability for Vision Transformers (in PyTorch)

验证码识别 深度学习 tensorflow 神经网络

Time Series Forecasting with Temporal Fusion Transformer in Pytorch

Generic U-Net Tensorflow implementation for image segmentation

You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors

An index of algorithms for learning causality with data

Code for the paper "Jukebox: A Generative Model for Music"

UFPR-ADMR-v2 Dataset

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

Simple cross-platform application for DaVinci surgical video frame annotation

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Source code, data, and evaluation details for “Cross-Lingual Citations in English Papers: A Large-Scale Analysis of Prevalence, Formation, and Ramifications”

PyTorch implementation of ICLR 2022 paper PiCO: Contrastive Label Disambiguation for Partial Label Learning

An open source object detection toolbox based on PyTorch

Semantic Scholar's Author Disambiguation Algorithm & Evaluation Suite

验证码识别深度学习 tensorflow 神经网络