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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

adabound

An optimizer that trains as fast as Adam and as good as SGD.

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

anki-android

AnkiDroid: Anki on Android

bitenglishapp

da-sac

Self-supervised Augmentation Consistency for Adapting Semantic Segmentation (CVPR 2021)

deeplab-pytorch

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

diversity-regularized-spatiotemporal-attention

Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification

dpsr

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

edam

The code and pretrain models of EDAM-WSSS(Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation)

falsr

Fast, Accurate and Lightweight Super-Resolution models

flownet2-docker

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

flownet2-pytorch

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

gpu_flow

GPU based optical flow extraction in OpenCV

interview_internal_reference

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

js-spark-md5

Lightning fast normal and incremental md5 for javascript

linearstyletransfer

This is the Pytorch implementation of "Learning Linear Transformations for Fast Image and Video Style Transfer" (CVPR 2019).

mmaction

An open-source toolbox for action understanding based on PyTorch

mmdetection

Open MMLab Detection Toolbox with PyTorch 1.0

pyflow

Fast, accurate and easy to run dense optical flow with python wrapper

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

seam

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)

slowfast

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

spatial-bce

WSSS, Spatial-BCE

st-gcn

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

two-stream-action-recognition

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

video_classification

Video clasification(关键帧提取(灰度质心与聚类);Hog&SVM 对比 CNN)