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DWhettam avatar DWhettam commented on August 16, 2024 1

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.

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DWhettam avatar DWhettam commented on August 16, 2024

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.

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smtabatabaie avatar smtabatabaie commented on August 16, 2024

Thanks very much @DWhettam , Is it possible to train mobilenerf on an Nvidia 3090 ?

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smtabatabaie avatar smtabatabaie commented on August 16, 2024

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

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DWhettam avatar DWhettam commented on August 16, 2024

@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.

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