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Top 33 iccv2021 open source projects

Awesome-ICCV2021-Low-Level-Vision

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

✭ 163

computer-vision gan image-manipulation image-generation super-resolution image-denoising image-deblurring image-to-image-translation image-enhancement image-transfer frame-interpolation image-deraining iccv2021

PlaneTR3D

[ICCV'21] PlaneTR: Structure-Guided Transformers for 3D Plane Recovery

✭ 58

python shell deep-learning structure 3dvision iccv2021

MVP Benchmark

MVP Benchmark for Multi-View Partial Point Cloud Completion and Registration

✭ 74

python C++Cuda shell benchmark mvp pytorch pointcloud pointcloud-completion pointcloud-registration partial-point-clouds iccv2021

Meta-SelfLearning

Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

✭ 157

python benchmark computer-vision dataset text-recognition self-learning ocr-recognition domain-adaptation meta-learning multi-source-domain-adaptation iccv2021

neat

[ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving

✭ 194

python XSLT HTML shell Dockerfile CSS autonomous-driving imitation-learning birds-eye-view implicit-representations iccv2021

dti-sprites

(ICCV 2021) Code for "Unsupervised Layered Image Decomposition into Object Prototypes" paper

✭ 33

python shell computer-vision deep-learning unsupervised sprites pytorch unsupervised-learning image-decomposition multi-object iccv2021

CurveNet

Official implementation of "Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis", ICCV 2021

✭ 94

python shell point-cloud iccv 3d-vision point-cloud-processing iccv2021

HCFlow

Official PyTorch code for Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling (HCFlow, ICCV2021)

✭ 140

python shell super-resolution image-super-resolution normalizing-flow iccv2021 image-rescaling face-image-super-resolution image-sr

QmapCompression

Official implementation of "Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform", ICCV 2021

✭ 27

python shell compression pytorch deeplearning iccv2021

snarf

Official code release for ICCV 2021 paper SNARF: Differentiable Forward Skinning for Animating Non-rigid Neural Implicit Shapes.

✭ 184

python cython shell computer-vision neural-network animation computer-graphics 3d iccv 3d-vision skinning implicit-functions iccv2021

PoinTr

[ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

✭ 260

python Cuda C++shell computer-vision deep-learning 3dvision pointcloud-completion vision-transformers iccv2021

cycle-confusion

Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".

✭ 67

python object-detection robustness out-of-domain iccv2021

Vision-Language-Transformer

Vision-Language Transformer and Query Generation for Referring Segmentation (ICCV 2021)

✭ 127

python tensorflow keras transformer vision-language referring-segmentation iccv2021 vision-language-transformer

gnerf

[ ICCV 2021 Oral ] Our method can estimate camera poses and neural radiance fields jointly when the cameras are initialized at random poses in complex scenarios (outside-in scenes, even with less texture or intense noise )

✭ 152

python camera gan nerf pose iccv2021

ilvr adm

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models (ICCV 2021 Oral)

✭ 133

python generation diffusion iccv2021

renet

[ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification

✭ 72

python shell computer-vision deep-learning pytorch neural-networks few-shot-learning few-shot-classifcation iccv2021

ICCV2021-Paper-Code-Interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

✭ 2,022

machine-learning computer-vision deep-learning image-classification image-recognition object-detection image-segmentation action-recognition iccv2017 iccv2019 iccv2021

PCLoc

Pose Correction for Highly Accurate Visual Localization in Large-scale Indoor Spaces (ICCV 2021)

✭ 37

python deep-learning image-retrieval pose-estimation feature-matching indoor-localization visual-localization iccv2021

DeepCAD

code for our ICCV 2021 paper "DeepCAD: A Deep Generative Network for Computer-Aided Design Models"

✭ 74

python shell deep-learning paper computer-graphics computer-aided-design 3d-shapes iccv2021

retrieval-fuse

[ICCV21] Code for "RetrievalFuse: Neural 3D Scene Reconstruction with a Database"

✭ 69

python shell computer-vision deep-learning pytorch 3d-reconstruction iccv2021

USOT

[ICCV2021] Learning to Track Objects from Unlabeled Videos

✭ 52

python c Cuda cython C++shell unsupervised-learning object-tracking iccv2021

STTran

Spatial-Temporal Transformer for Dynamic Scene Graph Generation, ICCV2021

✭ 113

Jupyter Notebook python Cuda c cython C++video scene-graph relationship-detection iccv2021

TRAR-VQA

[ICCV 2021] TRAR: Routing the Attention Spans in Transformers for Visual Question Answering -- Official Implementation

✭ 49

python visualization pytorch transformer attention official multi-modal clevr visual-question-answering vision-and-language dynamic-network multi-modality multi-modal-learning multi-scale-features vqav2 iccv2021 local-and-global

ICCV2021-Single-Image-Desnowing-HDCWNet

This paper is accepted by ICCV 2021.

✭ 47

python haze-removal iccv image-restoration rain-removal dehazing image-enhancement low-level-vision deraining snow-removal desnowing desnowing-algorithm iccv2021

Parametric-Contrastive-Learning

Parametric Contrastive Learning (ICCV2021)

✭ 155

python Jupyter Notebook shell Dockerfile Batchfile Makefile pytorch supervised-learning imagenet image-classification class-imbalance imbalanced-data imbalanced-learning contrastive-learning supervised-contrastive-learning long-tailed-recognition iccv2021 parametric-contrastive-learning

Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)

✭ 75

python machine-learning deep-learning pytorch computational-photography color-correction whitebalance hypernetworks white-balance cross-camera illuminant-estimation color-constancy colorconstancy iccv2021

flow1d

[ICCV 2021 Oral] High-Resolution Optical Flow from 1D Attention and Correlation

✭ 91

python shell correlation attention optical-flow high-resolution iccv2021

InstanceRefer

[ICCV 2021] InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring

✭ 64

python leaderboard pytorch scanrefer iccv2021

Deep-Matching-Prior

Official implementation of deep matching prior

✭ 21

iccv2021

MSRGCN

Official implementation of MSR-GCN (ICCV2021 paper)

✭ 42

python frequency deep-learning pytorch multiscale deterministic discrete-cosine-transform gcn fourier-transform residuals human-motion-prediction iccv2021

LLVIP

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

✭ 438

Jupyter Notebook python computer-vision deep-learning cnn gan object-detection image-fusion image-to-image-translation low-light-image visible-infrared iccv2021 low-light-vision

SnowflakeNet

(TPAMI 2022) Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer

✭ 74

python Cuda C++c deep-learning transformers pytorch 3dvision point-cloud-completion iccv2021 tpami2022

G-SFDA

code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'

✭ 88

python Jupyter Notebook shell domain-adaptation iccv2021 source-free-domain-adaptation

1-33 of 33 iccv2021 projects