Comments (5)
I'm not the authors, and I've not tried, but I don't see why not. Give it a go! You may need to comment out the line checking for 8 GPUs.
from jax3d.
If WebGL is supported, then yes. Go here to check: https://webglreport.com/?v=2
You can also just test out the provided demos on the machine you want to use. WebGL runs on the client side, so the models will be ran on your local machine.
from jax3d.
Thanks very much @DWhettam , Is it possible to train mobilenerf on an Nvidia 3090 ?
from jax3d.
Thanks very much @DWhettam , I could train the chair scene with my 3090 successfully (took about a day!).
Can you also help me on how can I train my own custom dataset with mobilenerf? I mean I've got NeRFs trained with Nerfstudio, can I use those scenes and convert and train them with mobilenerf?
Thanks again
from jax3d.
@smtabatabaie No worries. Again, I'm not the authors so I'm not an expert on this at all. I don't know about Nerfstudio, but I'm having a go at using my own dataset at the moment so I can share some insight. You will need to extract camera poses and resize your data. I have been trying to follow the process used in multinerf (https://github.com/google-research/multinerf/tree/main) as that is the source of the real360 dataset. I haven't finished testing this yet, but my understanding is you will need to create camera poses using LLFF (https://github.com/Fyusion/LLFF#general-step-by-step-usage), and then resize your images using the multinerf script (https://github.com/google-research/multinerf/blob/main/scripts/local_colmap_and_resize.sh). I think once you've done those you should have all the necessary files for training, although I will report back once I've confirmed myself
EDIT: I have got this working following the steps as described. With camera poses and resized images it should work out the box.
from jax3d.
Related Issues (20)
- There is no render_semantic_lib file
- Testing Nesf
- MultiNerf Result Samples HOT 3
- Deeplab v3 pretrained model
- Using eight A40GPUs to run the real360 model, the result is not ideal HOT 1
- Massive difference between stage3 psnr and the resulting mesh HOT 1
- Please provide trained models HOT 5
- Has anyone tried rendering multiple models at the same time๏ผ HOT 1
- NeSF dataset ground truth labels
- test result HOT 1
- .
- Will subjective results on datasets be published? HOT 2
- [MobileNerf] Integrating result to unity or omniverse HOT 1
- MobileNeRF Inference on server side GPU
- Creating custom nerf model and use it in ue5 using single 3080, Is it workable?
- Trained model for mobilenerf
- How do I generate a dataset for real 360? HOT 3
- Installation Issue from flax vs jax compatibility HOT 4
- How to train? HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
๐ 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. ๐๐๐
-
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 โค๏ธ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from jax3d.