sled-group/chat-with-nerf

Question about custom map and GPT-4 Demo

uk200200 opened this issue · 1 comments

This work is truly inspiring.
I'm intrigued by your work and am interested in exploring your methods further.

Here are some questions, and I was hoping you could provide some guidance:

  1. How can I use custom NeRF maps into your framework? Any specific requirements or steps would be appreciated.
  2. Can you upload the code of GPT-4 demo for enhanced conversational capabilities?

Your insights on these matters would be very helpful for me in my research.

  1. Yes. So we preprocessed 3D data using LERF's code and saved it in the H5 format. The goal is to acquire a point cloud where each point contains a CLIP embedding at all scales. This step is just a tradeoff between efficiency and space.

Similarly, you can acquire a pair of data for OpenScene embeddings (which is a lot easier and better to use from my experience). The steps are described in the README.

  1. The code for the GPT-4 demo is in the main branch. Let me know what does not work for you.