WebDec 7, 2024 · With Dream Fields it is possible to train a view-consistent NeRF for an object without any images, using just a text prompt. Dream Fields leverages the fact that an object (e.g. an apple) should resemble an apple regardless of the direction that you look at it from, which is one of the core features of CLIP. The basic setup is simple - render a ... WebA tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior.
RealFusion: 360° Reconstruction of Any Object from a Single Image
WebDreamfields 3d ⭐ 154 A colab friendly toolkit to generate 3D mesh model / video / nerf instance / multiview images of colourful 3D objects by text and image prompts input, based on dreamfields. most recent commit 6 months ago WebDec 28, 2024 · Recent CLIP-guided 3D optimization methods, e.g., DreamFields and PureCLIPNeRF achieve great success in zero-shot text-guided 3D synthesis. However, due to the scratch training and random initialization without any prior knowledge, these methods usually fail to generate accurate and faithful 3D structures that conform to the … peter pan fox lost boy
Zero-Shot Text-Guided Object Generation with Dream Fields
WebSep 29, 2024 · The resulting 3D model of the given text can be viewed from any angle, relit by arbitrary illumination, or composited into any 3D environment. Our approach requires no 3D training data and no modifications to the image diffusion model, demonstrating the effectiveness of pretrained image diffusion models as priors. PDF Abstract Code Edit WebSep 18, 2024 · A pytorch implementation of dreamfields as described in Zero-Shot Text-Guided Object Generation with Dream Fields. An example of a generated neural field by … WebApr 1, 2024 · Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis. Ajay Jain, Matthew Tancik, Pieter Abbeel. We present DietNeRF, a 3D neural scene representation estimated from a few images. Neural Radiance Fields (NeRF) learn a continuous volumetric representation of a scene through multi-view consistency, and can … peter pan follow leader