glTF-Transform vs OpenPSG

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glTF-Transform		OpenPSG
	Project
3	Mentions	4
1,237	Stars	381
-	Growth	-
9.5	Activity	1.9
7 days ago	Latest Commit	about 1 year ago
TypeScript	Language	Python
MIT License	License	MIT License

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.

glTF-Transform

Posts with mentions or reviews of glTF-Transform. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-30.

Will the same texture used in many gltfs be duplicated in memory?
2 projects | /r/threejs | 30 Mar 2023

and https://gltf-transform.donmccurdy.com/
Memory limit for meshes
2 projects | /r/WebXR | 25 Feb 2023

Is there any optimization being done on the model (KTX compression for the textures, DRACO compression on the mesh data, etc)? 210 MB is indeed a lot and I'm not sure there's any good way to be able to use that while keeping the scene renderable. You might want to look into glTF-Transform if you haven't already.
Decreasing .glb file size
1 project | /r/threejs | 10 Feb 2022

You can give https://github.com/donmccurdy/glTF-Transform a go.

OpenPSG

Posts with mentions or reviews of OpenPSG. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-08-31.

Panoptic scene graph generation (PSG) Explained - A New Challenging Task for AI
2 projects | /r/DeepLearningPapers | 31 Aug 2022

►Project page (PSG dataset): https://psgdataset.org/
Win $150K Prize from PSG Challenge
1 project | /r/computervision | 17 Aug 2022

Hi Community, we are currently hosting a challenge called “Panoptic Scene Graph Generation (PSG) Challenge”, which asks the participants to solve the PSG task: given a complex scene image as the input, the model should interpret the image with several “subject-verb-object” triplets, which should comprehensively cover the relations in the image. The subject/object should be grounded by a pixel-accurate segmentation mask at the same time. The task is based on our ECCV’22 work: Panoptic Scene Graph Generation.
[R] Panoptic Scene Graph Generation + Gradio Web Demo
3 projects | /r/MachineLearning | 13 Aug 2022

What are some alternatives?

When comparing glTF-Transform and OpenPSG you can also consider the following projects:

meshoptimizer - Mesh optimization library that makes meshes smaller and faster to render

MetaAdvancedFeatures - Few demos with advanced meta features such as scene understanding and shared anchors

cgltf - :diamond_shape_with_a_dot_inside: Single-file glTF 2.0 loader and writer written in C99

ReferFormer - [CVPR2022] Official Implementation of ReferFormer

model-viewer - 3D model viewer supporting glTF 2.0 and PLY (3d Gaussian Splats)

model-browser - model-browser is a command line tool available on npm, for browsing local 3D models via a web browser. It currently only supports GLB files.

gltf-vscode - This is an extension for Visual Studio Code to add support for editing glTF files.

3d-model-convert-to-gltf - Convert 3d model (STL/IGES/STEP/OBJ/FBX) to gltf and compression

create-react-app - Set up a modern web app by running one command.

IKEA3DAssemblyDataset - The IKEA 3D Assembly Dataset is made available by Inter IKEA Systems B.V. to encourage research related to assembly instructions