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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.mdistiller
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.pdfIJCAI2023-CoNR
IJCAI2023 - Collaborative Neural Rendering using Anime Character SheetsHiDiffusion
[ECCV 2024] HiDiffusion: Increases the resolution and speed of your diffusion model by only adding a single line of code!megactor
BBN
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.MOTRv2
[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsAnchorDETR
An official implementation of the Anchor DETR.MSPN
Multi-Stage Pose NetworkSparsebit
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 ModelFar3D
[AAAI2024] Far3D: Expanding the Horizon for Surround-view 3D Object DetectionPMN
[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)megfile
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)CVPR2023-UniDistill
CVPR2023 (highlight) - UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye ViewTreeEnergyLoss
[CVPR2022] Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentationhpman
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"cv-master-ex
torch version of instant-ngp, image renderingFSSD_OoD_Detection
[SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.SSQL-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.protoclip
๐ Official pytorch implementation of paper "ProtoCLIP: Prototypical Contrastive Language Image Pretraining" (IEEE TNNLS)D2C-SR
Official MegEngine implementation of ECCV2022 "D2C-SR: A Divergence to Convergence Approach for Real-World Image Super-Resolution".HomoGAN
This is the official implementation of HomoGAN, CVPR2022FullMatch
Official implementation of FullMatch (CVPR2023)KD-MVS
Code for ECCV2022 paper 'KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo'AGFlow
Learning Optical Flow with Adaptive Graph Reasoning (AGFlow, AAAI-2022)pytorch-gym
Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorchTPS-CVPR2023
KPAFlow
PyTorch implementation of KPA-Flow. Learning Optical Flow with Kernel Patch Attention (CVPR-2022)PCB
Official code for CVPR 2022 paper "Relieving Long-tailed Instance Segmentation via Pairwise Class Balance".FST-Matching
Official implementation of the FST-Matching Model.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 Deploymentjuicefs-python
JuiceFS Python SDKED-Net
PyTorch implementation of A Lightweight Encoder-Decoder Path for Deep Residual Networks.IntLLaMA
IntLLaMA: A fast and light quantization solution for LLaMACasPL
MSCL
[ECCV2022] Motion Sensitive Contrastive Learning for Self-supervised Video RepresentationLBHomo
This is the official PyTorch implementation of Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence Constraint, AAAI 2023RG-SENet_SP-SENet
PyTorch implementation of Delving Deep into Spatial Pooling for Squeeze-and-Excitation Networks.hpargparse
argparse extension for hpmanSparse-Beats-Dense
[ECCV 2024] Sparse Beats Dense: Rethinking Supervision in Radar-Camera Depth CompletionMCTrack
This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"MEMD
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 hpmanDRConv
.github
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