Top 17 cvpr Open-Source Projects

• CVPR2024-Papers-with-Code

  1 16,227 6.5

  CVPR 2024 论文和开源项目合集

• VIBE

  5 2,802 0.0 Python

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

• InfluxDB

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• EPro-PnP

  1 1,055 3.5 Python

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

  

• gangealing

  3 1,008 0.0 Python

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

• manydepth

  2 596 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/).

• transfiner

  3 516 0.0 Python

  Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022

  

• BCNet

  1 515 3.0 Python

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

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• HIPT

  1 456 4.3 Jupyter Notebook

  Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

  

• CREStereo

  1 444 0.0 Python

  Official MegEngine implementation of CREStereo(CVPR 2022 Oral).

  

• DAD-3DHeads

  1 415 0.8 Python

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

  

• DeepViewAgg

  4 215 4.8 Python

  [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

  3 161 4.5 Python

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

  

• HuManiFlow

  1 68 5.9 Python

  [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

• cvpr-buzz

  2 48 4.5 TypeScript

  🐝 Explore Trending Papers at CVPR

• awesome-cvpr-2024

  1 56 6.2 Python

  🤩 An AWESOME Curated List of Papers, Workshops, Datasets, and Challenges from CVPR 2024

Project mention: Voxel51 Filtered Views Newsletter - April 12, 2024 | dev.to | 2024-04-12

I spent a few days reviewing the approved papers, workshops, challenges, and tutorials for the 2024 CVPR conference and compiled what stood out most in this GitHub repo. Some of the highlights include Pixel-level Video Understanding in the Wild, Vlogger: Make Your Dream A Vlog, and Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes, which I found particularly exciting due to their potential impact on vision-language and multimodal models.

• Face-Depth-Network

  1 20 10.0 Jupyter Notebook

  The component of DaGAN (CVPR 2022)

• arxivbox

  1 10 1.8 Python

  Web interface for browsing arXiv papers

• SaaSHub

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• [R] [CVPR 2022 Oral] Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation

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• [D] Alleged academic fraud of "Mask Transfiner for High-Quality Instance Segmentation" (arxiv 2111.13673)

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• [CVPR2021] Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers

  1 project | /r/computervision | 10 Apr 2021
• A note from our sponsor - SaaSHub
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