megvii-research/DVN megvii-research/DVN

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    13
  • Rank 1,512,713 (Top 30 %)
  • Language
    Python
  • License
    Apache License 2.0
  • Created about 2 years ago
  • Updated over 1 year ago
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mdistiller

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IJCAI2023-CoNR

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HiDiffusion

[ECCV 2024] HiDiffusion: Increases the resolution and speed of your diffusion model by only adding a single line of code!
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BBN

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MOTR

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Paint artistic patterns using random neural network.
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CREStereo

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Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.
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MOTRv2

[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
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AnchorDETR

An official implementation of the Anchor DETR.
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MSPN

Multi-Stage Pose Network
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Sparsebit

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FQ-ViT

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
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FSCE

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OccDepth

Maybe the first academic open work on stereo 3D SSC method with vision-only input.
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TransMVSNet

(CVPR 2022) TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers.
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22

RevCol

Official Code of Paper "Reversible Column Networks" "RevColv2"
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TLC

Test-time Local Converter
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24

DCLS-SR

Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.
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25

SOLQ

"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.
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198
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26

introduction-neural-3d-reconstruction

Course materials for Introduction to Neural 3D Reconstruction
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27

AAAI2023-PVD

Official Implementation of PVD and PVDAL: http://sk-fun.fun/PVD-AL/
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28

tf-tutorials

Tutorials for deep learning course here:
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29

DPGN

[CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.
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30

CADDM

Official implementation of ID-unaware Deepfake Detection Model
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31

Far3D

[AAAI2024] Far3D: Expanding the Horizon for Surround-view 3D Object Detection
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32

PMN

[TPAMI 2023 / ACMMM 2022 Best Paper Runner-Up Award] Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling (a Data Perspective)
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33

megfile

Megvii FILE Library - Working with Files in Python same as the standard library
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123
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34

CR-DA-DET

The official PyTorch implementation of paper Exploring Categorical Regularization for Domain Adaptive Object Detection (CR-DA-DET)
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35

CVPR2023-UniDistill

CVPR2023 (highlight) - UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View
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103
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36

TreeEnergyLoss

[CVPR2022] Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation
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37

hpman

A hyperparameter manager for deep learning experiments.
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95
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38

RealFlow

The official implementation of the ECCV 2022 Oral paper: RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos
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93
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39

HDR-Transformer

The official MegEngine implementation of the ECCV 2022 paper: Ghost-free High Dynamic Range Imaging with Context-aware Transformer
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40

Iter-E2EDET

Official implementation of the paper "Progressive End-to-End Object Detection in Crowded Scenes"
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41

cv-master-ex

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42

FSSD_OoD_Detection

[SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.
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80
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43

SSQL-ECCV2022

PyTorch implementation of SSQL (Accepted to ECCV2022 oral presentation)
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44

expman

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45

BasesHomo

The official PyTorch implementation of the paper "Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection".
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46

megvii-tsinghua-dl-course

Slides with modifications for a course at Tsinghua University.
57
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47

LGD

Official Implementation of the detection self-distillation framework LGD.
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53
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48

protoclip

๐Ÿ“ Official pytorch implementation of paper "ProtoCLIP: Prototypical Contrastive Language Image Pretraining" (IEEE TNNLS)
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46
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49

D2C-SR

Official MegEngine implementation of ECCV2022 "D2C-SR: A Divergence to Convergence Approach for Real-World Image Super-Resolution".
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44
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50

HomoGAN

This is the official implementation of HomoGAN, CVPR2022
Python
44
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51

FullMatch

Official implementation of FullMatch (CVPR2023)
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44
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52

KD-MVS

Code for ECCV2022 paper 'KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo'
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44
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53

AGFlow

Learning Optical Flow with Adaptive Graph Reasoning (AGFlow, AAAI-2022)
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54

pytorch-gym

Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorch
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55

TPS-CVPR2023

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56

KPAFlow

PyTorch implementation of KPA-Flow. Learning Optical Flow with Kernel Patch Attention (CVPR-2022)
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57

PCB

Official code for CVPR 2022 paper "Relieving Long-tailed Instance Segmentation via Pairwise Class Balance".
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58

FST-Matching

Official implementation of the FST-Matching Model.
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59

basecls

A codebase & model zoo for pretrained backbone based on MegEngine.
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60

US3L-CVPR2023

PyTorch implementation of US3L (Accepted to CVPR2023)
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61

Sobolev_INRs

[ECCV 2022] The official experimental code of "Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives"
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62

Portraits_Correction

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63

basedet

An object detection codebase based on MegEngine.
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64

Co-mining

Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection, AAAI 2021.
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65

zipfls

This repo is the official megengine implementation of the ECCV2022 paper: Efficient One Pass Self-distillation with Zipf's Label Smoothing.
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66

tf-cpn

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67

Arch-Net

Arch-Net: Model Distillation for Architecture Agnostic Model Deployment
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22
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68

juicefs-python

JuiceFS Python SDK
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69

ED-Net

PyTorch implementation of A Lightweight Encoder-Decoder Path for Deep Residual Networks.
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19
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70

IntLLaMA

IntLLaMA: A fast and light quantization solution for LLaMA
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18
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71

CasPL

17
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72

MSCL

[ECCV2022] Motion Sensitive Contrastive Learning for Self-supervised Video Representation
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17
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73

LBHomo

This is the official PyTorch implementation of Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence Constraint, AAAI 2023
Python
17
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74

RG-SENet_SP-SENet

PyTorch implementation of Delving Deep into Spatial Pooling for Squeeze-and-Excitation Networks.
Python
17
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75

hpargparse

argparse extension for hpman
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16
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76

Sparse-Beats-Dense

[ECCV 2024] Sparse Beats Dense: Rethinking Supervision in Radar-Camera Depth Completion
Python
15
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77

MCTrack

This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"
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14
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78

MEMD

Megvii Electric Moped Detector (ONNX based inference)
Python
13
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79

Occ2net

Jupyter Notebook
13
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80

revisitAIRL

[ECCV2022] Revisiting the Critical Factors of Augmentation-Invariant Representation Learning
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11
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81

megengine-face-recognition

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9
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82

SimpleDG

This is the training and test code for ECCV2022 workshop NICO challenge
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83

GeneGAN

Pytorch version of GeneGAN
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7
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84

basecore

basecore is a simple repo that provides deep learning frame for MegEngine.
Python
7
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85

hpnevergrad

A nevergrad extension for hpman
Python
5
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86

DRConv

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4
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87

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2
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