Archives de catégorie : Méthodologie

AI – Flux Klein 2 – Inpainting

AI – Flux Klein 2 – Inpainting

presentation

Flux 2 provides superior precision for image creation, particularly when the process involves transformation, integration, or composition. Being free and open-source, it stands as a compelling alternative to Nano banana.

In architecture, certain functionalities are invaluable for rapidly transforming concepts into visual representations.

Detailed explanations on Flux2 can be found here : https://docs.comfy.org/tutorials/flux/flux-2-klein

Unlike a standard VAE, this approach utilizes novel nodes: an Inpaint crop acting as a ‘spying glass’ and the Flux Enhancer node, which is instrumental in preventing the model from generating hallucinations.

Continuer la lecture de AI – Flux Klein 2 – Inpainting

Gaussian Splatting: A High-Quality 3D Scene Representation

Creating a Gaussian Splatting workflow

Gaussian Splatting is a novel 3D scene representation technique that’s revolutionizing novel view synthesis (creating new camera viewpoints of 3D scenes). It emerged as a state-of-the-art alternative to Neural Radiance Fields (NeRFs) in 2023.

Core Concept

Instead of representing scenes with neural networks (like NeRFs) or explicit meshes, Gaussian Splatting represents scenes as millions of tiny 3D Gaussian « blobs » that can be efficiently rendered using a technique called « splatting. »

The technique represents a significant shift from implicit neural representations back toward explicit, differentiable graphics primitives, but with modern optimization techniques that achieve unprecedented quality and speed.

D:\LAURENT\Downloads\splat-image (5).png Continuer la lecture de Gaussian Splatting: A High-Quality 3D Scene Representation