EPro-PnP VS MonoScene

Compare EPro-PnP vs MonoScene and see what are their differences.

EPro-PnP

[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation (by tjiiv-cprg)
pose-estimation 6dof 3d-object-detection perspective-n-point Pytorch cvpr monocular levenberg-marquardt gauss-newton
Source Code
youtube.com
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MonoScene

[CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image (by astra-vision)
nyu-depth-v2 semantic-scene-completion semantic-scene-understanding single-image-reconstruction monocular 2d-to-3d semantic-kitti kitti-360 mayavi Pytorch Deep Learning Computer Vision cvpr22 cvpr2022 occupancy-prediction
Source Code
astra-vision.github.io
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EPro-PnP MonoScene
1 1
1,056 655
1.8% 2.4%
3.5 5.8
10 months ago about 2 months ago
Python Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

EPro-PnP

Posts with mentions or reviews of EPro-PnP. We have used some of these posts to build our list of alternatives and similar projects.

MonoScene

Posts with mentions or reviews of MonoScene. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing EPro-PnP and MonoScene you can also consider the following projects:

mmdetection3d - OpenMMLab's next-generation platform for general 3D object detection.

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"

Open3D-ML - An extension of Open3D to address 3D Machine Learning tasks

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).

levenberg-marquardt-method - Python implementation of Levenberg-Marquardt algorithm built from scratch using NumPy.

VoxFormer - Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

theseus - A library for differentiable nonlinear optimization

datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

3d-multi-resolution-rcnn - Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."

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

EPro-PnP vs mmdetection3d MonoScene vs DeepViewAgg EPro-PnP vs Open3D-ML MonoScene vs DAD-3DHeads EPro-PnP vs levenberg-marquardt-method MonoScene vs VoxFormer EPro-PnP vs theseus MonoScene vs datasets EPro-PnP vs 3d-multi-resolution-rcnn MonoScene vs gangealing