Python cvpr

Open-source Python projects categorized as cvpr
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Topics: #Pytorch #Deep Learning #Computer Vision #Machine Learning #cvpr2022
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Top 14 Python cvpr Projects

  • VIBE

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

  • gangealing

    Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

  • InfluxDB

    Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.

  • EPro-PnP

    [CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

  • 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/).

  • transfiner

    Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022

  • BCNet

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

  • CREStereo

    Official MegEngine implementation of CREStereo(CVPR 2022 Oral).

  • Mergify

    Updating dependencies is time-consuming.. Solutions like Dependabot or Renovate update but don't merge dependencies. You need to do it manually while it could be fully automated! Add a Merge Queue to your workflow and stop caring about PR management & merging. Try Mergify for free.

  • DAD-3DHeads

    Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).

  • StyleGAN.pytorch

    A PyTorch implementation for StyleGAN with full features.

    Project mention: I'm stumped with installing PyTorch. | /r/pytorch | 2022-10-04

    I've still yet to try this one: https://github.com/huangzh13/StyleGAN.pytorch but at this point it might just be worth trying the Jupiter thingie. I sort of understand what it is.

  • DeepViewAgg

    [CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

  • zozo-shift15m

    SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts

  • Awesome-ComputerVision

    Awesome-ComputerVision

    Project mention: I'm update Awesome Computer Vision (added MAE paper, classification) | /r/deeplearning | 2023-04-03

  • HuManiFlow

    [CVPR 2023] Code repository for HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation

    Project mention: [R] HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation | /r/MachineLearning | 2023-06-04

    Github

  • arxivbox

    Web interface for browsing arXiv papers

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

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.

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Index

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

Project Stars
1 VIBE 2,695
2 gangealing 990
3 EPro-PnP 964
4 manydepth 571
5 transfiner 486
6 BCNet 477
7 CREStereo 391
8 DAD-3DHeads 348
9 StyleGAN.pytorch 339
10 DeepViewAgg 198
11 zozo-shift15m 157
12 Awesome-ComputerVision 78
13 HuManiFlow 56
14 arxivbox 12

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