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action-recognition-pytorch

This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.

aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

d2go

D2Go is a toolkit for efficient deep learning

dcds

deit

Official DeiT repository

dsgn

DSGN: Deep Stereo Geometry Network for 3D Object Detection (CVPR 2020)

efficientnet-pytorch

A PyTorch implementation of EfficientNet

fairmot

A simple baseline for one-shot multi-object tracking

fast-influence-functions

fat

[Preprint] "In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation" by Ye Yuan, Wuyang Chen, Yang Yang, Zhangyang Wang

flask-video-streaming

Supporting code for my article on video streaming with Flask.

gsdt

Official PyTorch implementation of "Joint Object Detection and Multi-Object Tracking with Graph Neural Networks"

implicit_dense_correspondence

kpm_rw_person_reid

Code of Deep Kronecker-Product Matchingand Group-shuffiling Random Walk for Person Re-ID

leuletest

mlquestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

moco

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

multi-camera-live-object-tracking

Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.

neural-slam

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

noisystudent

Code for NoisyStudent on SVHN. https://arxiv.org/abs/1911.04252

openpcdet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

openselfsup

Self-Supervised Learning Toolbox and Benchmark

plotneuralnet

Latex code for making neural networks diagrams

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

qd-3dt

Official implementation of Monocular Quasi-Dense 3D Object Tracking

spreid

Code for our CVPR 2018 paper - Human Semantic Parsing for Person Re-identification