MEGVII Research

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90 repositories

megfile
Public
Megvii FILE Library - Working with Files in Python same as the standard library
python streaming oss s3 sftp file hdfs
Python
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Apache License 2.0
•17•129•3•1•Updated Nov 22, 2024Nov 22, 2024
MCTrack
Public
This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"
autonomous-driving kitti-dataset multi-object-tracking tracking-by-detection nuscenes waymo-open-dataset
Python
•4•85•2•0•Updated Nov 16, 2024Nov 16, 2024
megactor
Public
Python
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Apache License 2.0
•119•843•20•0•Updated Oct 21, 2024Oct 21, 2024
Sparse-Beats-Dense
Public
[ECCV 2024] Sparse Beats Dense: Rethinking Supervision in Radar-Camera Depth Completion
Python
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Apache License 2.0
•0•21•2•0•Updated Oct 9, 2024Oct 9, 2024
CasPL
Public
Apache License 2.0
•1•28•3•0•Updated Oct 8, 2024Oct 8, 2024
HiDiffusion
Public
[ECCV 2024] HiDiffusion: Increases the resolution and speed of your diffusion model by only adding a single line of code!
Jupyter Notebook
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Apache License 2.0
•44•774•18•1•Updated Aug 15, 2024Aug 15, 2024
DPGN
Public
[CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.
unsupervised-learning few-shot-learning graph-network distribution-graph
Python
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MIT License
•38•181•18•2•Updated Jul 25, 2024Jul 25, 2024
NAFNet
Public
The state-of-the-art image restoration model without nonlinear activation functions.
image-denoising image-restoration image-deblurring denoise low-level-vision deblur eccv2022 stereo-super-resolution pytorch
Python
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Other
•284•2.3k•100•4•Updated Jul 3, 2024Jul 3, 2024
LBHomo
Public
This is the official PyTorch implementation of Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence Constraint, AAAI 2023
Python
•3•18•8•0•Updated Jun 18, 2024Jun 18, 2024
.github
Public
1•2•0•0•Updated Apr 19, 2024Apr 19, 2024
DRConv
Public
Python
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Apache License 2.0
•1•4•1•0•Updated Jan 15, 2024Jan 15, 2024
SCSC
Public
Python
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Apache License 2.0
•1•0•0•0•Updated Jan 15, 2024Jan 15, 2024
MOTR
Public
[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer
end-to-end transformer multi-object-tracking pytorch
Python
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Other
•93•633•29•1•Updated Jan 15, 2024Jan 15, 2024
Sparsebit
Public
A model compression and acceleration toolbox based on pytorch.
deep-learning sparse pruning quantization tensorrt quantization-aware-training post-training-quantization
Python
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Apache License 2.0
•40•328•8•13•Updated Jan 12, 2024Jan 12, 2024
PMN
Public
[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)
pytorch raw data-augmentation denoising low-light paired-data noise-modeling
Python
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Apache License 2.0
•17•135•0•0•Updated Dec 14, 2023Dec 14, 2023
Far3D
Public
[AAAI2024] Far3D: Expanding the Horizon for Surround-view 3D Object Detection
3d-object-detection long-range multi-view
Jupyter Notebook
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Other
•11•152•19•0•Updated Dec 13, 2023Dec 13, 2023
protoclip
Public
📍 Official pytorch implementation of paper "ProtoCLIP: Prototypical Contrastive Language Image Pretraining" (IEEE TNNLS)
self-supervised-learning contrastive-learning vision-language-pretraining
Python
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Other
•0•50•0•0•Updated Nov 8, 2023Nov 8, 2023
mdistiller
Public
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.pdf
computer-vision deep-learning pytorch imagenet coco cifar knowledge-distillation cvpr2022 iccv2023
Python
•123•807•20•0•Updated Nov 5, 2023Nov 5, 2023
PETR
Public
[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images
segmentation object-detection multi-task-learning multi-camera 3d-position-embedding
Python
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Other
•132•876•77•0•Updated Oct 11, 2023Oct 11, 2023
Occ2net
Public
Jupyter Notebook
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Other
•1•13•2•0•Updated Sep 23, 2023Sep 23, 2023
RevCol
Public
Official Code of Paper "Reversible Column Networks" "RevColv2"
computer-vision cnn transformer vit mae iclr2023 pytorch
Python
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Apache License 2.0
•10•252•7•0•Updated Sep 6, 2023Sep 6, 2023
IJCAI2023-CoNR
Public
IJCAI2023 - Collaborative Neural Rendering using Anime Character Sheets
computer-vision deep-learning anime computer-graphics pytorch
Jupyter Notebook
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MIT License
•73•797•0•0•Updated Aug 24, 2023Aug 24, 2023
CADDM
Public
Official implementation of ID-unaware Deepfake Detection Model
human-faces cnn-classification deepfake-detection
C++
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Apache License 2.0
•21•157•27•0•Updated Aug 15, 2023Aug 15, 2023
AAAI2023-PVD
Public
Official Implementation of PVD and PVDAL: http://sk-fun.fun/PVD-AL/
computer-vision nerf 3d 3d-reconstruction 3d-graphics rendering-3d-volumes nerfs neural-rendering neuralradiance-fields
Python
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MIT License
•5•183•0•0•Updated Aug 8, 2023Aug 8, 2023
TPS-CVPR2023
Public
Python
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Apache License 2.0
•0•42•3•0•Updated Aug 7, 2023Aug 7, 2023
CVPR2023-UniDistill
Public
CVPR2023 (highlight) - UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View
Python
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Apache License 2.0
•10•105•8•0•Updated Aug 5, 2023Aug 5, 2023
video_analyst
Public
A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.
video segmentation sot vos
Python
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MIT License
•176•832•21•10•Updated Aug 3, 2023Aug 3, 2023
IntLLaMA
Public
IntLLaMA: A fast and light quantization solution for LLaMA
llama quantization llms
Python
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Apache License 2.0
•0•18•0•2•Updated Jul 21, 2023Jul 21, 2023
FullMatch
Public
Official implementation of FullMatch (CVPR2023)
Python
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Apache License 2.0
•2•44•2•0•Updated Jun 14, 2023Jun 14, 2023
SYP
Public
0•0•0•0•Updated Jun 9, 2023Jun 9, 2023