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Projects in Awesome Lists by megvii-research

A curated list of projects in awesome lists by megvii-research .

https://github.com/megvii-research/NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

deblur denoise eccv2022 image-deblurring image-denoising image-restoration low-level-vision pytorch stereo-super-resolution

Last synced: 07 Aug 2024

https://github.com/megvii-research/ML-GCN

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

Last synced: 01 Aug 2024

https://github.com/megvii-research/petr

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

3d-position-embedding multi-camera multi-task-learning object-detection segmentation

Last synced: 31 Jul 2024

https://github.com/megvii-research/PETR

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

3d-position-embedding multi-camera multi-task-learning object-detection segmentation

Last synced: 31 Jul 2024

https://github.com/megvii-research/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.

segmentation sot video vos

Last synced: 01 Aug 2024

https://github.com/megvii-research/IJCAI2023-CoNR

IJCAI2023 - Collaborative Neural Rendering using Anime Character Sheets

anime computer-graphics computer-vision deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/megvii-research/BBN

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

Last synced: 03 Aug 2024

https://github.com/megvii-research/MOTR

[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer

end-to-end multi-object-tracking pytorch transformer

Last synced: 31 Jul 2024

https://github.com/megvii-model/MOTR

[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer

end-to-end multi-object-tracking pytorch transformer

Last synced: 02 Aug 2024

https://github.com/megvii-research/neural-painter

Paint artistic patterns using random neural network.

Last synced: 07 Aug 2024

https://github.com/megvii-research/megvii-pku-dl-course

Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.

deep-learning peking-university

Last synced: 31 Jul 2024

https://github.com/megvii-research/MOTRv2

[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors

end-to-end multi-object-tracking pytorch transformer

Last synced: 31 Jul 2024

https://github.com/megvii-research/Sparsebit

A model compression and acceleration toolbox based on pytorch.

deep-learning post-training-quantization pruning quantization quantization-aware-training sparse tensorrt

Last synced: 03 Aug 2024

https://github.com/megvii-research/FQ-ViT

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

imagenet post-training-quantization pytorch quantization vision-transformer

Last synced: 31 Jul 2024

https://github.com/megvii-research/OccDepth

Maybe the first academic open work on stereo 3D SSC method with vision-only input.

camera-based occupancy semantic-scene-completion stereo-camera

Last synced: 31 Jul 2024

https://github.com/megvii-research/RevCol

Official Code of Paper "Reversible Column Networks" "RevColv2"

cnn computer-vision iclr2023 mae pytorch transformer vit

Last synced: 31 Jul 2024

https://github.com/megvii-research/introduction-neural-3d-reconstruction

Course materials for Introduction to Neural 3D Reconstruction

Last synced: 31 Jul 2024

https://github.com/megvii-research/DPGN

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

distribution-graph few-shot-learning graph-network unsupervised-learning

Last synced: 08 Aug 2024

https://github.com/megvii-research/Far3D

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

3d-object-detection long-range multi-view

Last synced: 31 Jul 2024

https://github.com/megvii-research/CVPR2023-UniDistill

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

Last synced: 31 Jul 2024

https://github.com/megvii-research/PCB

Official code for CVPR 2022 paper "Relieving Long-tailed Instance Segmentation via Pairwise Class Balance".

long-tailed-detection

Last synced: 01 Aug 2024

https://github.com/megvii-research/IntLLaMA

IntLLaMA: A fast and light quantization solution for LLaMA

llama llms quantization

Last synced: 03 Aug 2024