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Big day for open source 3D capture! 🌐 nerfstudio hits 1.0 and gets a commercial-ready Gaussian Splatting implementation Google AI open sourced Zip-NeRF — the highest quality 3D reconstruction pipeline, setting the stage for a future SMERF release

Bilawal Sidhu

107,992 subscribers

85,222 просмотров • 2 лет назад •via X (Twitter)

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Комментарии: 10

Фото профиля Bilawal Sidhu

Bilawal Sidhu2 лет назад

More understated, but equally exciting is Google’s CamP — which dramatically improves 3D pose estimation of your input 2D images, giving you much cleaner 3D reconstructions than using COLMAP. Code linked below (oh and it’s an Apache license too!) ⬇️

Фото профиля Bilawal Sidhu

Bilawal Sidhu2 лет назад

Zip-NeRF is SOTA for visual quality but not speed. Perhaps we‘ll see that SMERF release later this year bringing us quality AND speed? Needless to say, 2024 is shaping up to be a fun year for 3D reconstruction :) More in my video below ⬇️

Фото профиля Bilawal Sidhu

Bilawal Sidhu2 лет назад

Links below (Apache licenses all round too!) ⬇️ 🔗NeRF Studio: 🔗CamP (Camera Preconditioning for Neural Radiance Fields): 🔗Zip-NeRF (Anti-Aliased Grid-Based Neural Radiance Fields): 🔗SMERF vs. Gaussian Splatting video: Enjoyed this thread? You might also enjoy my feed on all things AI, 3D and sPaTiaL CoMpuTiNg: @bilawalsidhu

Фото профиля Charlie Fink

Charlie Fink2 лет назад

@nerfstudioteam @GoogleAI So good.

Фото профиля Antonio Santoni 🔎𝕏

Antonio Santoni 🔎𝕏2 лет назад

@nerfstudioteam @GoogleAI So good!

Фото профиля Bilawal Sidhu

Bilawal Sidhu2 лет назад

@nerfstudioteam @GoogleAI 3d nerds this week

Фото профиля Batis Samadian

Batis Samadian2 лет назад

@bilawalsidhu Check DM plz 🙏

Фото профиля Teofilo Colon Jr 💰 🇺🇲 📈 🚀

Teofilo Colon Jr 💰 🇺🇲 📈 🚀2 лет назад

@nerfstudioteam @GoogleAI 😯

Фото профиля Traci Mills

Traci Mills2 лет назад

@nerfstudioteam @GoogleAI Wow, open source 3D capture is really leveling up! 🚀📸

Фото профиля Eric Schleicher

Eric Schleicher2 лет назад

@nerfstudioteam @GoogleAI There is a now an accepted view that these (nerf/splat) scene techniques don’t have to create geometry artifacts (I e. the reconstruction) to be called reconstructions? Without these, they seem like clever novel rendering, but fall (far) short as reconstruction pipelines.

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📢Happy to present Convex Splatting, a novel way for 3D reconstruction based on 3D smooth convexes. For the first time, a splatting-based method reaches the quality of NeRF sota methods but with real-time rendering and few primitives!! I expect this to replace Gaussian splatting for 3D in the coming months. CODE RELEASED TODAY! joint work with collaborators from Université de Liège Visual Geometry Group (VGG) , KAUST Computer Vision Lab (IVUL) a thread 🧵 1/n

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