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NAFNet
The state-of-the-art image restoration model without nonlinear activation functions.ML-GCN
PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.PETR
[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Imagesvideo_analyst
A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.IJCAI2023-CoNR
IJCAI2023 - Collaborative Neural Rendering using Anime Character Sheetsmdistiller
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdfBBN
The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognitionmegactor
MOTR
[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformerneural-painter
Paint artistic patterns using random neural network.CREStereo
Official MegEngine implementation of CREStereo(CVPR 2022 Oral).megvii-pku-dl-course
Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.MOTRv2
[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsMSPN
Multi-Stage Pose NetworkAnchorDETR
An official implementation of the Anchor DETR.Sparsebit
A model compression and acceleration toolbox based on pytorch.FQ-ViT
[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision TransformerFSCE
OccDepth
Maybe the first academic open work on stereo 3D SSC method with vision-only input.TransMVSNet
(CVPR 2022) TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers.RevCol
Official Code of Paper "Reversible Column Networks" "RevColv2"TLC
Test-time Local ConverterDCLS-SR
Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.SOLQ
"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.introduction-neural-3d-reconstruction
Course materials for Introduction to Neural 3D ReconstructionAAAI2023-PVD
Official Implementation of PVD and PVDAL: http://sk-fun.fun/PVD-AL/tf-tutorials
Tutorials for deep learning course here:DPGN
[CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.CADDM
Official implementation of ID-unaware Deepfake Detection ModelPMN
[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)Far3D
[AAAI2024] Far3D: Expanding the Horizon for Surround-view 3D Object Detectionmegfile
Megvii FILE Library - Working with Files in Python same as the standard libraryCR-DA-DET
The official PyTorch implementation of paper Exploring Categorical Regularization for Domain Adaptive Object Detection (CR-DA-DET)TreeEnergyLoss
[CVPR2022] Tree Energy Loss: Towards Sparsely Annotated Semantic SegmentationCVPR2023-UniDistill
CVPR2023 (highlight) - UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye Viewhpman
A hyperparameter manager for deep learning experiments.RealFlow
The official implementation of the ECCV 2022 Oral paper: RealFlow: EM-based Realistic Optical Flow Dataset Generation from VideosHDR-Transformer
The official MegEngine implementation of the ECCV 2022 paper: Ghost-free High Dynamic Range Imaging with Context-aware TransformerIter-E2EDET
Official implementation of the paper "Progressive End-to-End Object Detection in Crowded Scenes"FSSD_OoD_Detection
Feature Space Singularity for Out-of-Distribution Detection. (SafeAI 2021)cv-master-ex
torch version of instant-ngp, image renderingSSQL-ECCV2022
PyTorch implementation of SSQL (Accepted to ECCV2022 oral presentation)expman
BasesHomo
The official PyTorch implementation of the paper "Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection".megvii-tsinghua-dl-course
Slides with modifications for a course at Tsinghua University.LGD
Official Implementation of the detection self-distillation framework LGD.protoclip
📍 Official pytorch implementation of paper "ProtoCLIP: Prototypical Contrastive Language Image Pretraining" (IEEE TNNLS)KD-MVS
Code for ECCV2022 paper 'KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo'HomoGAN
This is the official implementation of HomoGAN, CVPR2022D2C-SR
Official MegEngine implementation of ECCV2022 "D2C-SR: A Divergence to Convergence Approach for Real-World Image Super-Resolution".pytorch-gym
Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorchFullMatch
Official implementation of FullMatch (CVPR2023)AGFlow
Learning Optical Flow with Adaptive Graph Reasoning (AGFlow, AAAI-2022)TPS-CVPR2023
KPAFlow
PyTorch implementation of KPA-Flow. Learning Optical Flow with Kernel Patch Attention (CVPR-2022)FST-Matching
Official implementation of the FST-Matching Model.PCB
Official code for CVPR 2022 paper "Relieving Long-tailed Instance Segmentation via Pairwise Class Balance".basecls
A codebase & model zoo for pretrained backbone based on MegEngine.US3L-CVPR2023
PyTorch implementation of US3L (Accepted to CVPR2023)Sobolev_INRs
[ECCV 2022] The official experimental code of "Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives"Portraits_Correction
basedet
An object detection codebase based on MegEngine.Co-mining
Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection, AAAI 2021.zipfls
This repo is the official megengine implementation of the ECCV2022 paper: Efficient One Pass Self-distillation with Zipf's Label Smoothing.tf-cpn
Cascade Pyramid NetwrokArch-Net
Arch-Net: Model Distillation for Architecture Agnostic Model DeploymentIntLLaMA
IntLLaMA: A fast and light quantization solution for LLaMAED-Net
PyTorch implementation of A Lightweight Encoder-Decoder Path for Deep Residual Networks.juicefs-python
JuiceFS Python SDKMSCL
[ECCV2022] Motion Sensitive Contrastive Learning for Self-supervised Video Representationhpargparse
argparse extension for hpmanRG-SENet_SP-SENet
PyTorch implementation of Delving Deep into Spatial Pooling for Squeeze-and-Excitation Networks.LBHomo
This is the official PyTorch implementation of Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence Constraint, AAAI 2023MEMD
Megvii Electric Moped Detector (ONNX based inference)Occ2net
DVN
revisitAIRL
[ECCV2022] Revisiting the Critical Factors of Augmentation-Invariant Representation Learningmegengine-face-recognition
SimpleDG
This is the training and test code for ECCV2022 workshop NICO challengeGeneGAN
Pytorch version of GeneGANbasecore
basecore is a simple repo that provides deep learning frame for MegEngine.hpnevergrad
A nevergrad extension for hpmanDRConv
.github
CasPL
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