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Tianhao Li's starred repositories

torchrec

Pytorch domain library for recommendation systems

Language:PythonBSD-3-Clause183800

SSD-LT

[ICCV 2021] Self Supervision to Distillation for Long-Tailed Visual Recognition

Language:Python2200

MMN

[AAAI 2022] Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding

Language:PythonMIT8800

ImageNet21K

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

Language:PythonMIT71600

Video-Swin-Transformer

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

Language:PythonApache-2.0138900

PVT

Official implementation of PVT series

Language:PythonApache-2.0170300

NN-CUDA-Example

Several simple examples for popular neural network toolkits calling custom CUDA operators.

Language:PythonApache-2.0128600

imagededup

😎 Finding duplicate images made easy!

Language:PythonApache-2.0505600

RIDE-LongTailRecognition

[ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."

Language:PythonMIT25900

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

Language:Jupyter NotebookMIT324300

study_resources

study resources of model and engineering

LIP

Code and pretrained models for LIP: Local Importance-based Pooling (ICCV 19)

Language:PythonMIT21400

MOC-Detector

[ECCV 2020] Actions as Moving Points

Language:PythonMIT26400

TDN

[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition

Language:PythonApache-2.036800

transductive-vos.pytorch

a transductive approach for video object segmentation

Language:Python15500

pytracking

Visual tracking library based on PyTorch.

Language:PythonGPL-3.0317500

d2l-tvm

Dive into Deep Learning Compiler

Language:Python63400

Long-Tailed-Recognition.pytorch

[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.

Language:Jupyter NotebookGPL-3.056000

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

Language:PythonApache-2.0314800

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Language:PythonApache-2.0410200

X-Temporal

A general video understanding codebase from SenseTime X-Lab

Language:PythonMIT46800

swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

Language:PythonNOASSERTION198200

inat_comp

iNaturalist competition details

Language:PythonMIT71400

ActionClassification

Video action classification benchmark for common CNN architectures, implemented in PyTorch

Language:Python1100

Awesome-of-Long-Tailed-Recognition

A curated list of long-tailed recognition resources.

ActionDetection-DBG

Code for AAAI2020 paper "Fast Learning of Temporal Action Proposal via Dense Boundary Generator"

Language:PythonNOASSERTION34800

CPD-Video

Learning Spatiotemporal Features via Video and Text Pair Discrimination

Language:PythonMIT5900

IIC

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

Language:PythonMIT85600

moco

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

Language:PythonMIT467400

moco

Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learning"

Language:Python14600