jchibane / box2mask Goto Github PK
View Code? Open in Web Editor NEWBox2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes
Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes
I would like to express my appreciation for your notable work in the field of weakly supervised 3D object instance segmentation (3DIS). Your contributions have been significant.
I am interested in reproducing the results you have achieved on ArkitScenes3D. However, it appears that, at present, only the ScannetV2 weights are available.
I eagerly anticipate your response and guidance in this matter.
Thank you for your time and assistance.
Sincerely,
PhucNDA.
Hi, thanks for sharing this work, seems the training can't stand for several epoches, it can cause oom on a 48GB RAM machine even, seems the code would result in host memory leak
Hi,
Thanks a lot for your great work. I am really interested in your predictions for the ARKitScenes dataset. Is it possible to release these annotations?
First of all, congratulations for your great work. I currently use softgroup to perform instance detection and want to replace it with your work. I only need to make the inference with a 3d scene obtained by Bundlefusion. I am a windows user and have installed all the python packages with no problem. The only problem I have found is the use of MinkowskiEngine since it is not compatible with Windows. My question is if you know if I can make the Box2Mask method compatible with Windows, taking into account that I am only going to perform the inference of the model and that the MinkowskiEngine only works on Linux. Thanks for your attention
Hi, thanks for sharing this great work, I can't run evaluation during training because I don;t have the gt_instance_data_txt
dir in scannet and seems the script utils/gt2eval.py
is not working for me as well, could you give some instructions for that? thanks
Hi, thanks for this new approach in 3D instance segmentation. I'm interested in replicating your results for the ARKitScene dataset. Would you be able to release a pretrained model on the ARKitScene dataset? Thanks!
Where is the definition of "get_sparse2dense()" called in method Evaluater.s3dis_eval() in file "models/evaluation.py"?
Could you please share how you calculate the superpoints for S3DIS data at link (oversegmentation zip file) https://github.com/jchibane/Box2Mask/blob/master/docs/s3dis.md
Thank you very much.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.