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MEGVII Research's Projects

aaai2023-pvd icon aaai2023-pvd

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

agflow icon agflow

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

arch-net icon arch-net

Arch-Net: Model Distillation for Architecture Agnostic Model Deployment

basecls icon basecls

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

basecore icon basecore

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

basedet icon basedet

An object detection codebase based on MegEngine.

baseshomo icon baseshomo

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

bbn icon bbn

The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

caddm icon caddm

Official implementation of ID-unaware Deepfake Detection Model

co-mining icon co-mining

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

cr-da-det icon cr-da-det

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

crestereo icon crestereo

Official MegEngine implementation of CREStereo(CVPR 2022 Oral).

cvpr2023-unidistill icon cvpr2023-unidistill

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

d2c-sr icon d2c-sr

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

dcls-sr icon dcls-sr

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

dpgn icon dpgn

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

ed-net icon ed-net

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

far3d icon far3d

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

fq-vit icon fq-vit

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

fullmatch icon fullmatch

Official implementation of FullMatch (CVPR2023)

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