ml-gmpi
Official PyTorch implementation of GMPI (ECCV 2022, Oral Presentation) (by apple)
CenterSnap
Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation" (by zubair-irshad)
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| ml-gmpi | CenterSnap | |
|---|---|---|
| 4 | 4 | |
| 335 | 269 | |
| 0.6% | - | |
| 2.6 | 4.0 | |
| 2 months ago | about 2 months ago | |
| Python | Jupyter Notebook | |
| GNU General Public License v3.0 or later | - |
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.
ml-gmpi
Posts with mentions or reviews of ml-gmpi.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-07.
- Who is building StableDiffusion/DALL-E but for 3D assets?
- [D] Diffusers applied to 3D model generation
-
Apple AI Researchers Develop GMPIs (Generative Multiplane Images) For Making A 2D GAN 3D-Aware
Continue reading | Checkout the paper and github link
-
[R] Generative Multiplane Images: Making a 2D GAN 3D-Aware (ECCV 2022, Oral presentation). Paper and code available
Paper: https://arxiv.org/abs/2207.10642 Code: https://github.com/apple/ml-gmpi Webpage: https://xiaoming-zhao.github.io/projects/gmpi/
CenterSnap
Posts with mentions or reviews of CenterSnap.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-07.
- Who is building StableDiffusion/DALL-E but for 3D assets?
- [D] Diffusers applied to 3D model generation
-
In A Latest Computer Vision Research, Researchers Propose ShAPO; An End-To-End Method For Joint Multi-Object Detection, 3D Textured Reconstruction, 6D Object Pose, And Size Estimation
Continue reading | Check out the paper, github link and project page.
- 6DOF Pose Estimation using RGBD data
What are some alternatives?
When comparing ml-gmpi and CenterSnap you can also consider the following projects:
text2mesh - 3D mesh stylization driven by a text input in PyTorch
text2voxels - Generate 3D voxels from text with AI
Text2LIVE - Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)
virtual_drawing_board - Virtual whiteboard with hand pose estimation
eg3d
SynthDet - SynthDet - An end-to-end object detection pipeline using synthetic data
Clip-Forge
Robotics-Object-Pose-Estimation - A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
rome - Realistic mesh-based avatars. ECCV 2022