Comments (10)
I second this. I would really appreciate it if you can provide us with your object detection results from mask3d. This is crucial for us to reproduce the performance reported in your paper, and also enables a fair comparison with other methods by using exactly the same object proposals. Thank you so much in advance!
from 3d-vista.
Here is the predicted mask, you can use it for evaluation.
https://drive.google.com/file/d/1w9m3lCW67Tul8qbkES7paX0cFXjblQ-C/view?usp=share_link
@shengjie-lin @Xiaolong-RRL
from 3d-vista.
You should set pc_type to 'pred' to get results of iou25 and iou50. @Xiaolong-RRL
from 3d-vista.
Thank you so much for providing the predictions from mask3d! I really appreciate your responsiveness! I have a follow-up question. I also tried to use mask3d to generate the predictions, but our results seem to be worse than yours. I wonder if there are any post-processings that you do with the mask3d predictions?
From what I see in your code, it seems that you
- store the top 100 scored object predictions per scannet scene (as in your provided files)
- only use the top 50 scored object predictions
So my question is, do you also perform any sort of point-cloud processing, or directly use the predicted ones from mask3d? Thank you!
from 3d-vista.
Yes, you should use DBSCAN to process the output mask, this is already implemented in Mask3D and you can use it in their repo.
from 3d-vista.
Hi, did you finally implement these predictions from Mask3D. As in #24 , I am now finetuning this project in my private dataset, and I want to get all the segmentation results in ScanNet. Would you be kind to share with me?
from 3d-vista.
Hi @WeitaiKang ,
I used the provided predictions by the author as in the google drive link above. I also generate the predictions myself with Mask3D, following Mask3D's instructions. I did not implement anything for this purpose.
from 3d-vista.
@shengjie-lin
Hi~ would you mind to share with me your Mask3D prediction results?
Because the file in google drive only includes the preditions on the senes in ScanRefer, missing other scenes of ScanNet, which is needed in my private dataset.
from 3d-vista.
@WeitaiKang ,
I am sorry but (1) I also don't generate the predictions for other scenes of ScanNet; and (2) I already deleted my predictions as I don't need them, now that I have the predictions provided by the authors.
from 3d-vista.
@shengjie-lin
All right. Thank you anyway.
from 3d-vista.
Related Issues (20)
- ScanScribe dataset HOT 1
- How to run 3D-VisTA for Pre-Train? HOT 1
- Question about the dense caption evaluation HOT 1
- How do I run the pre-training script? HOT 2
- Require for the data/scanfamily/annotations/ data
- Request for the data/scanfamily/annotations data HOT 3
- save_mask.zip for ScanRefer training HOT 2
- Fine-tuning on ScanQA HOT 4
- pc_type HOT 10
- Demo
- The code of processing the 3RScan data for pretrain.
- scanrefer_vocab.pth and other files missing HOT 3
- Question about tgt_object_id HOT 1
- Ask for more Mask3D results HOT 2
- `scannetv2_raw_categories.json` and `cat2glove42b.json` missing? HOT 1
- installation dependency
- The `ScanScribe` dataset HOT 3
- Demo HOT 3
- pre-trained dataset HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from 3d-vista.