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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.video_analyst
A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.PETR
[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera ImagesIJCAI2023-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 RecognitionMOTR
[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.HiDiffusion
MSPN
Multi-Stage Pose NetworkMOTRv2
[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsAnchorDETR
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
TransMVSNet
(CVPR 2022) TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers.OccDepth
Maybe the first academic open work on stereo 3D SSC method with vision-only input.RevCol
Official Code of Paper "Reversible Column Networks" "RevColv2"DCLS-SR
Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.TLC
Test-time Local ConverterSOLQ
"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.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)CADDM
Official implementation of ID-unaware Deepfake Detection ModelCR-DA-DET
The official PyTorch implementation of paper Exploring Categorical Regularization for Domain Adaptive Object Detection (CR-DA-DET)megfile
Megvii FILE Library - Working with Files in Python same as the standard libraryTreeEnergyLoss
[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 ViewFar3D
[AAAI2024] Far3D: Expanding the Horizon for Surround-view 3D Object Detectionhpman
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 VideosIter-E2EDET
Official implementation of the paper "Progressive End-to-End Object Detection in Crowded Scenes"HDR-Transformer
The official MegEngine implementation of the ECCV 2022 paper: Ghost-free High Dynamic Range Imaging with Context-aware TransformerFSSD_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".LGD
Official Implementation of the detection self-distillation framework LGD.D2C-SR
Official MegEngine implementation of ECCV2022 "D2C-SR: A Divergence to Convergence Approach for Real-World Image Super-Resolution".KD-MVS
Code for ECCV2022 paper 'KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo'protoclip
π Official pytorch implementation of paper "ProtoCLIP: Prototypical Contrastive Language Image Pretraining" (IEEE TNNLS)pytorch-gym
Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorchAGFlow
Learning Optical Flow with Adaptive Graph Reasoning (AGFlow, AAAI-2022)KPAFlow
PyTorch implementation of KPA-Flow. Learning Optical Flow with Kernel Patch Attention (CVPR-2022)FullMatch
Official implementation of FullMatch (CVPR2023)TPS-CVPR2023
HomoGAN
This is the official implementation of HomoGAN, CVPR2022PCB
Official code for CVPR 2022 paper "Relieving Long-tailed Instance Segmentation via Pairwise Class Balance".FST-Matching
Official implementation of the FST-Matching Model.US3L-CVPR2023
PyTorch implementation of US3L (Accepted to CVPR2023)basecls
A codebase & model zoo for pretrained backbone based on MegEngine.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 LLaMAjuicefs-python
JuiceFS Python SDKED-Net
PyTorch implementation of A Lightweight Encoder-Decoder Path for Deep Residual Networks.MSCL
[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)DVN
Occ2net
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 hpman.github
DRConv
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