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Top 56 cvpr2021 open source projects

Cvpr2021 Paper Code Interpretation

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

✭ 8,075

deep-learning machine-learning computer-vision object-detection image-classification image-segmentation papers cvpr2019 cvpr2020 cvpr2021

Cvpr2021 Papers With Code

CVPR 2021 论文和开源项目合集

✭ 7,138

deep-learning machine-learning computer-vision image-processing object-detection paper image-segmentation cvpr visual-tracking cvpr2020 cvpr2021

Mask-Propagation

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟. Semi-supervised video object segmentation evaluation.

✭ 71

python computer-vision deep-learning pytorch segmentation video-segmentation video-object-segmentation cvpr2021

lecam-gan

Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)

✭ 127

Jupyter Notebook shell python gan image-generation data-efficient cvpr2021

HistoGAN

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

Restoring-Extremely-Dark-Images-In-Real-Time

The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"

MIST VAD

Official codes for CVPR2021 paper "MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection"

✭ 52

python shell anomaly-detection video-anomaly-detection cvpr2021

TVR

Transformation Driven Visual Reasoning - CVPR 2021

✭ 24

python shell blender trance clevr visual-reasoning tvr cvpr2021

MUST-GAN

Pytorch implementation of CVPR2021 paper "MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation"

✭ 39

python shell gan person-image-generation cvpr2021

HoHoNet

"HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features" official pytorch implementation.

✭ 65

Jupyter Notebook python computer-vision semantic-segmentation depth-estimation 360-photo room-layout cvpr2021 hohonet

EgoNet

Official project website for the CVPR 2021 paper "Exploring intermediate representation for monocular vehicle pose estimation"

✭ 111

python C++deep-learning representation-learning vehicles autonomous-driving pose-estimation 3d-vision kitti projective-geometry 3d-pose-estimation self-supervised-learning 3d-object-detection orientation-estimation kitti-3d robot-perception cvpr2021

AMP-Regularizer

Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021

✭ 26

python machine-learning computer-vision deep-learning neural-network deep-learning-algorithms image-classification regularization cvpr cvpr2021 regularizing-neural-networks

SCALE

Official implementation of "SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements", CVPR 2021 https://arxiv.org/abs/2104.07660

✭ 115

python Cuda cvpr2021 virtualhumans

CoMoGAN

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

✭ 139

python Jupyter Notebook Dockerfile gan style-transfer gans image-to-image cvpr image-translation image-to-image-translation style-transfer-cnn cvpr2021 cvpr21 continuous-image-translation

SSIS

Single-Stage Instance Shadow Detection with Bidirectional Relation Learning (CVPR 2021 Oral)

✭ 32

python Cuda C++shell computer-vision instance-shadow-detection cvpr2021

MOON

Model-Contrastive Federated Learning (CVPR 2021)

✭ 93

python pytorch federated-learning contrastive-learning cvpr2021

RSTNet

RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words (CVPR 2021)

✭ 71

python pytorch transformer image-captioning multimodal cvpr2021

AODA

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

✭ 44

python computer-vision deep-learning sketch pytorch gan image-manipulation image-generation gans cvpr image2image open-domain wacv cvpr2021 wacv2022

Context-Aware-Consistency

Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

✭ 121

python shell semi-supervised-learning semantic-segmentation cvpr2021 semi-supervised-segmentation

MiVOS

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

✭ 302

python Cuda C++cython computer-vision deep-learning pytorch segmentation video-segmentation interactive-segmentation video-object-segmentation cvpr2021

LPDC-Net

CVPR2021 paper "Learning Parallel Dense Correspondence from Spatio-Temporal Descriptorsfor Efficient and Robust 4D Reconstruction"

✭ 27

python C++c cython Mako shell 3d-reconstruction shape-generation neural-ode shape-correspondence cvpr2021 4d-reconstruction implicit-field 3d-from-sensors

ProtoTree

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021

✭ 47

python deep-neural-networks computer-vision pytorch decision-trees interpretability fine-grained-classification interpretable-deep-learning explainable-ai explainable-ml interpretable-machine-learning fine-grained-visual-categorization explainability cvpr2021

efficient-annotation-cookbook

Official implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)

✭ 54

python computer-vision annotations cvpr2021 simulated-workers

semantic-guidance

Code for our CVPR-2021 paper on Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings.

✭ 19

python deep-reinforcement-learning learning-to-paint cvpr2021 semantic-guidance distilling-object-awareness

CVPR2021 PLOP

Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation

✭ 102

python shell computer-vision deep-learning semantic-segmentation continual-learning cvpr2021

Involution

PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].

✭ 98

python machine-learning computer-vision deep-learning pytorch visual-recognition involution cvpr2021 2d-involution 3d-involution

Modaily-Aware-Audio-Visual-Video-Parsing

Code for CVPR 2021 paper Exploring Heterogeneous Clues for Weakly-Supervised Audio-Visual Video Parsing

✭ 19

python shell cvpr audio-visual cvpr2021

RfDNet

Implementation of CVPR'21: RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction

✭ 150

python pytorch 3d-reconstruction shape-reconstruction scene-understanding scene-reconstruction cvpr2021

BLIP

Official Implementation of CVPR2021 paper: Continual Learning via Bit-Level Information Preserving

✭ 33

python shell continual-learning cvpr2021

MetaBIN

[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification

✭ 58

python cvpr normalization maml person-reidentification dg meta-learning re-id normalisation instance-normalization person-reid domain-generalization cvpr2021

DCNet

Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection, CVPR 2021

✭ 113

python Cuda C++c shell few-shot-object-detection cvpr2021

CVPR2021-Papers-with-Code-Demo

收集 CVPR 最新的成果，包括论文、代码和demo视频等，欢迎大家推荐！

✭ 752

computer-vision cvpr cvpr2021

SkeletonMerger

Code repository for paper `Skeleton Merger: an Unsupervised Aligned Keypoint Detector`.

✭ 49

python pytorch unsupervised-learning 3d-computer-vision cvpr2021

HESIC

Official Code of "Deep Homography for Efficient Stereo Image Compression"[cvpr21oral]

✭ 42

python C++stereo imagecompression cvpr2021

cvpr-buzz

🐝 Explore Trending Papers at CVPR

✭ 37

typescript SCSS python javascript react d3 graphql computer-vision gatsby tsx cvpr emotionjs cvpr2021 cvpr-buzz

FixBi

FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation (CVPR 2021)

✭ 48

python pytorch domain-adaptation cvpr2021

single-positive-multi-label

Multi-Label Learning from Single Positive Labels - CVPR 2021

✭ 63

python computer-vision deep-learning multi-label-classification cvpr multilabel-classification missing-labels cvpr2021

Im2Vec

[CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

✭ 229

python Jupyter Notebook shell computer-vision computer-graphics vector-graphics cvpr2021

CondenseNetV2

[CVPR 2021] CondenseNet V2: Sparse Feature Reactivation for Deep Networks

✭ 73

python computer-vision deep-learning pytorch mobile-networks cvpr2021

RainNet

[CVPR 2021] Region-aware Adaptive Instance Normalization for Image Harmonization

✭ 125

python Jupyter Notebook shell computer-vision pytorch harmonization normalization instance-normalization image-harmonization cvpr2021

RSCD

[CVPR2021] Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes

✭ 83

Jupyter Notebook python Cuda C++deep-learning dataset deblurring real-world-data rolling-shutter-undistortion cvpr2021

BCNet

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

LabelRelaxation-CVPR21

Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021

✭ 37

python shell pytorch image-retrieval knowledge-distillation deep-metric-learning cvpr2021 embedding-trasnfer

DeFLOCNet

The official pytorch code of DeFLOCNet: Deep Image Editing via Flexible Low-level Controls (CVPR2021)

✭ 38

gan imageedit lowlevelvision cvpr2021

CCL

PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning

✭ 76

python shell pytorch video-recognition distillation audio-visual-learning contrastive-learning cvpr2021 compositional-contrastive-learning audio-teacher-models multi-modal-distillation

RMNet

Implementation of "Efficient Regional Memory Network for Video Object Segmentation". (Xie et al., CVPR 2021)

✭ 76

python C++Cuda pytorch segmentation video-object-segmentation cvpr2021

Domain-Consensus-Clustering

[CVPR2021] Domain Consensus Clustering for Universal Domain Adaptation

✭ 85

python domain-adaptation cvpr2021

SGGpoint

[CVPR 2021] Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis (official pytorch implementation)

✭ 41

Jupyter Notebook python shell computer-vision point-cloud pytorch scene-graph 3d cvpr scene-understanding scene-graph-generation cvpr2021 scene-graph-classification

cfvqa

[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias

✭ 96

python shell pytorch vqa causality causal-inference cvpr counterfactual cvpr2021 language-bias

Awesome-low-level-vision-resources

A curated list of resources for Low-level Vision Tasks

✭ 35

image-processing transformer video-processing image-manipulation image-denoising image-deblurring image-enhancement image-super-resolution video-interpolation paper-with-code cvpr2021

soft-intro-vae-pytorch

[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"

✭ 170

Jupyter Notebook python pytorch vae image-generation density-estimation variational-autoencoder vae-pytorch cvpr2021 soft-introvae soft-intro-vae

Scan2Cap

[CVPR 2021] Scan2Cap: Context-aware Dense Captioning in RGB-D Scans

✭ 81