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actiondetection-afsd

Code for CVPR2021 paper "Learning Salient Boundary Feature for Anchor-free Temporal Action Localization"

basic-knowledge-machine-learning-

求职季的机器学习的基础知识回顾记录

be

[CVPR2021] The source code for our paper 《Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning》.

bmn-boundary-matching-network

A pytorch-version implementation codes of paper: "BMN: Boundary-Matching Network for Temporal Action Proposal Generation", which is accepted in ICCV 2019.

c3d-pytorch

a C3D impelementation using pytorch

cnn-repository

classical CNN impelementation with pytorch.Include VGGNet,BN-VGG,Inception-v1,BN-Inception,Resnet-v1,Resnet-v2,DenseNet and so on.

cocoapi

COCO API - Dataset @ http://cocodataset.org/

demystifylocalvit

Official code for paper "Demystifying Local Vision Transformer: Sparse Connectivity, Weight Sharing, and Dynamic Weight"

erasenet

examples

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

flops

Auto compute the FLOPs of the nerural network with Pytorch.

incremental_learning.pytorch

A collection of incremental learning paper implementations.

markdown4zhihu

一键解决知乎导入Markdown文件时图片和公式等问题。

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

person_reid_baseline_pytorch

Pytorch ReID: A tiny, friendly, strong pytorch implement of object re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

pose-estimation_tutorials

Tools and tutorials of pose estimation and deep learning

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorchvideo

A deep learning library for video understanding research.

setup

Setup a new machine without sudo!

simsiam

A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'

slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

slowfast-network

implementation of the paper 'SlowFast Networks for Video Recognition ' with Pytorch

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tea-action-recognition

The Pytorch code of the TEA module (Temporal Excitation and Aggregation for Action Recognition)

tsn-pytorch

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

udl

PyTorch code for NeurIPS2021 paper "Uncertainty-Driven Loss for Single Image Super-Resolution"

video-swin-transformer

This is an official implementation for "Video Swin Transformers".