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Top 16 cvpr2021 Open-Source Projects
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pixel2style2pixel
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
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Transformer-Explainability
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
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involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
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giraffe
This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields" (by autonomousvision)
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MPRNet
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
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SaaSHub
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MonoRec
Official implementation of the paper: MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera (CVPR 2021)
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MiVOS
[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!
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TediGAN
[CVPR 2021] Pytorch implementation for TediGAN: Text-Guided Diverse Face Image Generation and Manipulation
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Shadow-Mask-Face-Relighting
Official Code for Towards High Fidelity Face Relighting with Realistic Shadows (CVPR 2021)
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BJDD_CVPR21
This is the official implementation of Beyond Joint Demosaicking and Denoising from CVPRW21.
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SaaSHub
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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/).
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).
cvpr2021 related posts
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The one time it creates legible text
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Scraping Twitter to find trending papers in AI
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[P] 🐝 CVPR Buzz - Discover Trending Papers at CVPR 2021
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[CVPR2021] Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers
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Im2Vec: Synthesizing Vector Graphics Without Vector Supervision
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A note from our sponsor - InfluxDB
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Index
What are some of the best open-source cvpr2021 projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | CVPR2024-Papers-with-Code | 16,155 |
| 2 | pixel2style2pixel | 3,107 |
| 3 | Transformer-Explainability | 1,664 |
| 4 | involution | 1,306 |
| 5 | giraffe | 1,229 |
| 6 | MPRNet | 1,106 |
| 7 | manydepth | 596 |
| 8 | MonoRec | 565 |
| 9 | virtex | 555 |
| 10 | BCNet | 513 |
| 11 | MiVOS | 449 |
| 12 | TediGAN | 361 |
| 13 | DeFMO | 164 |
| 14 | Shadow-Mask-Face-Relighting | 140 |
| 15 | BJDD_CVPR21 | 65 |
| 16 | cvpr-buzz | 48 |
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