ROMP
Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023] (by Arthur151)
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)
ROMP | EPro-PnP | |
---|---|---|
1 | 1 | |
1,287 | 1,056 | |
- | 1.8% | |
7.6 | 3.5 | |
7 months ago | 10 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.
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.
ROMP
Posts with mentions or reviews of ROMP.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Meet TRACE: A New AI Approach for Accurate 3D Human Pose and Shape Estimation with Global Coordinate Tracking
Github: https://github.com/Arthur151/ROMP
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.
-
In a Latest Computer Vision Research, Alibaba Researchers Develop ‘EPro-PnP’ for Monocular 3D Object Detection in Driving Scenes
Continue reading | Check out the paper and github link
What are some alternatives?
When comparing ROMP and EPro-PnP you can also consider the following projects:
mmdetection3d - OpenMMLab's next-generation platform for general 3D object detection.
MonoScene - [CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image
Open3D-ML - An extension of Open3D to address 3D Machine Learning tasks
levenberg-marquardt-method - Python implementation of Levenberg-Marquardt algorithm built from scratch using NumPy.
theseus - A library for differentiable nonlinear optimization
3d-multi-resolution-rcnn - Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."