3D Geodata Academy

3D Deep Learning

Generative AI for 3D Modeling

3D Generative AI: 11 Tools (Cloud) for 3D Model Generation

This article compares the top 11 cloud tools that leverage 3D Generative AI. These 3D solutions simplify workflows and open new avenues for creative expression. These tools include Meshy, 3D AI Studio, Masterpiece X, Alpha 3D, Sloid, 3DFY AI, Spline, Luma AI, Rococo Vision, Ponzu, and Deep Motion. Each tool offers unique features like text-to-3D, […]

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Building a 3D Object Recognition Algorithm: A Step-by-Step Guide

This learning piece provides a step-by-step guide for developing your 3D Object Recognition application, from data collection to deployment. Learn about the different approaches to data collection and preparation, the importance of feature engineering, and the process of selecting and training a machine learning model. Discover best practices for evaluating and deploying your model’s performance

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3D Reconstruction from a Single Image: Tutorial

This tutorial targets Monocular Depth Estimation for 3D Reconstruction (Point Cloud, 3D Mesh). In the end, you will be able to generate 3D Models from any photo or AI-generated image. 3D Reconstruction with 3D Deep Learning 3D Reconstruction Combining the power of deep learning unlocks the ability to get 3D models from a single image.

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superpoint transformers by Damien Robert

Tutorial for 3D Semantic Segmentation with Superpoint Transformer

We dive into SuperPoint Transformer, a novel approach for 3D semantic segmentation presented in the research paper “Efficient 3D Semantic Segmentation with Superpoint Transformer“. We also explore the core concepts, examine the research methodology, and unpack the key takeaways from the paper, with one of its author. 1. Introduction to SuperPoint Transformer SuperPoint Transformers proposes

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