Top 11 Python cvpr2021 Projects

involution

6 1,306 0.0 Python

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
giraffe

3 1,223 1.8 Python

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields" (by autonomousvision)
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
MPRNet

1 1,098 4.6 Python

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
manydepth

2 594 0.0 Python

[CVPR 2021] Self-supervised depth estimation from short sequences

Project mention: How Many Sensors for Autonomous Driving? | news.ycombinator.com | 2023-06-07

Yup! This kind of reconstruction is known as multi-view reconstruction. Though the cameras don't need to have a movable mount, they're already on a car which moves! The car moves and gives them a new "perspective" at every frame. That's how some monocular systems already work. Here's an example of one such system: https://github.com/nianticlabs/manydepth
That said, I think what you're referring to is more extreme perspectives that shift in ways the car cannot drive and you are correct that this would aid in reconstruction. This is how NERF models do their 3D reconstruction (https://nerfies.github.io/).

MonoRec

1 565 0.9 Python

Official implementation of the paper: MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera (CVPR 2021)
virtex

1 556 0.0 Python

[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations
BCNet

1 509 3.0 Python

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

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
MiVOS

2 446 4.6 Python

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

1 361 0.0 Python

[CVPR 2021] Pytorch implementation for TediGAN: Text-Guided Diverse Face Image Generation and Manipulation
DeFMO

1 164 1.8 Python

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
BJDD_CVPR21

1 63 0.0 Python

This is the official implementation of Beyond Joint Demosaicking and Denoising from CVPRW21.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).