Series Path · 3 parts
3D Vision & Depth Estimation
Recovering 3D structure from images — monocular depth with Depth Anything V2 and Marigold V2, and real-time radiance fields with 3D Gaussian Splatting.
~78 min total·3 articles
Start from Part 1Curriculum — 3 parts
- 01
Depth Anything V2
A Verbose Reading Guide
26 min read - 02
Marigold V2: Revisiting Diffusion Transformers for Monocular Depth Estimation
A technical deep dive into arXiv:2609.08084
34 min read - 03
3D Gaussian Splatting for Real-Time Radiance Field Rendering
A Deep Technical Guide to Kerbl et al. (SIGGRAPH 2023)
18 min read