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Top 14 Python cvpr Projects
Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)
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[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation
[CVPR 2021] Self-supervised depth estimation from short sequencesProject 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/).
Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
Official MegEngine implementation of CREStereo(CVPR 2022 Oral).
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Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).
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.
[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"
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts
Awesome-ComputerVisionProject mention: I'm update Awesome Computer Vision (added MAE paper, classification) | /r/deeplearning | 2023-04-03
[CVPR 2023] Code repository for HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationProject mention: [R] HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation | /r/MachineLearning | 2023-06-04
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Python cvpr related posts
Waifu diffusion - reanimation with DaGAN
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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
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A note from our sponsor - Mergify
blog.mergify.com | 26 Sep 2023
What are some of the best open-source cvpr projects in Python? This list will help you: