135 Open Source Cvpr2020 Software Projects

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

CVPR 2021 论文和开源项目合集

[CVPR2020] Adversarial Latent Autoencoders

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

CVPR 论文收集，包含但不限于2021、2020、2019、2018、2017文章

Learning to Cluster Faces (CVPR 2019, CVPR 2020)

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

Public repository for the CVPR 2020 paper AvatarMe and the TPAMI 2021 AvatarMe++

[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation https://arxiv.org/abs/2001.10331

[CVPR2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

The source code for paper "Deep Image Spatial Transformation for Person Image Generation"

SEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)

[CVPR 2020] A Large-Scale Dataset for Real-World Face Forgery Detection

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

:red_car: The 1st Place Submission to AICity Challenge 2020 re-id track (Baidu-UTS submission)

Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)

Implementation of "Learning to Shadow Hand-drawn Sketches" CVPR 2020 (Oral)

A collection of resources on neural rendering.

[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020

Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)

DSGN: Deep Stereo Geometry Network for 3D Object Detection (CVPR 2020)

The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"

A collection of awesome resources image-to-image translation.

Code repository for the paper: "Coherent Reconstruction of Multiple Humans from a Single Image" in CVPR'20

AANet: Adaptive Aggregation Network for Efficient Stereo Matching, CVPR 2020

Differentiable Point Cloud Sampling (CVPR 2020 Oral)

Meshed-Memory Transformer for Image Captioning. CVPR 2020

Source code of CVPR 2020 paper, "HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation"

Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020

:fire: [CVPR 2020] STEFANN: Scene Text Editor using Font Adaptive Neural Network @ The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020.

Paper bank for Self-Supervised Learning

Adversarial Texture Optimization from RGB-D Scans (CVPR 2020).

Grid-GCN for Fast and Scalable Point Cloud Learning

Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

a transductive approach for video object segmentation

Implementation of CVPR'20 Oral: Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image

CVPR2020, Multi-scale Interactive Network for Salient Object Detection

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

FPConv: Learning Local Flattening for Point Convolution, CVPR 2020

[CVPR2020] Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation, CVPR2020 (oral)

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

[CVPR'20] Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement

[CVPR 2020] Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives

Pytorch implementation of CVPR2020 paper "Correlating Edge, Pose with Parsing"

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

Structure-Guided Ranking Loss for Single Image Depth Prediction

Unofficial PyTorch implementation of Towards Accurate Scene Text Recognition with Semantic Reasoning Networks

code for "Neural Cages for Detail-Preserving 3D Deformations"

CVPR 2020, "MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps"

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

Official implementation of CVPR2020 paper "Learning to Dress 3D People in Generative Clothing" https://arxiv.org/abs/1907.13615

CVPR 2020 - On the uncertainty of self-supervised monocular depth estimation

Learning Video Object Segmentation from Unlabeled Videos (CVPR2020)

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

[CVPR2020] "Detecting Attended Visual Targets in Video"

Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)

This work is based on our paper "DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes", which appeared at the IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2020.

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Public implementation of our CVPR Paper "OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page TextRecognition by learning to unfold"

This project is a kind of implementation of SpineNet(CVPR 2020) using mmdetection.

Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"

(CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet mining with Reinforcement Learning.

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

[cvpr 20] Demo, training and evaluation code for joint hand-object pose estimation in sparsely annotated videos

CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!

Official implementation of paper "Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fields" (CVPR2020)

[CVPR2020] BiFuse: Monocular 360 Depth Estimation via Bi-Projection Fusion

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

code for our CVPR 2020 paper "PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes"

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Instance Shadow Detection (CVPR 2020)

Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)

Holistically-Attracted Wireframe Parsing

Learning Saliency Propagation for Semi-supervised Instance Segmentation

3D Shape Representation with Local Deep Implicit Functions.

Official repository for "Tangent Images for Mitigating Spherical Distortion," CVPR 2020

Testing the chirality of digital imaging operations.

Project and dataset webpage:

[CVPR 2020] Transform and Tell: Entity-Aware News Image Captioning

1'st Place approach for CVPR 2020 Continual Learning Challenge

[CVPR2020] Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification

CVPR 2020 papers focusing on point cloud analysis

[CVPR2020] A Multi-Hypothesis Approach to Color Constancy

Source code for CVPR 2020 paper "Scene-Adaptive Video Frame Interpolation via Meta-Learning"

Counterfactual Samples Synthesizing for Robust VQA

Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)

Dataset API for "PhraseCut: Language-based Image Segmentation in the Wild"

Towards Learning Structure via Consensus for Face Segmentation and Parsing (CVPR 2020)

2019-2020年目标跟踪资源全汇总（论文、模型代码、优秀实验室）极市团队整理

Codes for the CVPR2020 paper "Label Decoupling Framework for Salient Object Detection"

[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation

Implementation for <Regularizing Neural Networks via Minimizing Hyperspherical Energy> in CVPR'20.