Python cvpr2021

Open-source Python projects categorized as cvpr2021

Top 11 Python cvpr2021 Projects

  • involution

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

  • giraffe

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

  • LearnThisRepo.com

    Learn 300+ open source libraries for free using AI. LearnThisRepo lets you learn 300+ open source repos including Postgres, Langchain, VS Code, and more by chatting with them using AI!

  • MPRNet

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

  • manydepth

    [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

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

  • virtex

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

  • BCNet

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

  • WorkOS

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

  • MiVOS

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

  • TediGAN

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

  • DeFMO

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

  • BJDD_CVPR21

    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). The latest post mention was on 2023-06-07.

Python cvpr2021 related posts

Index

What are some of the best open-source cvpr2021 projects in Python? This list will help you:

Project Stars
1 involution 1,298
2 giraffe 1,223
3 MPRNet 1,062
4 manydepth 591
5 MonoRec 563
6 virtex 551
7 BCNet 498
8 MiVOS 441
9 TediGAN 360
10 DeFMO 159
11 BJDD_CVPR21 63
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