Posts by Shaghayegh Roohi
Styled Text Image Generation with Eruku on AMD
- 24 April 2026
Producing text images where text is both readable and controllable while faithfully matching a target visual style is a challenging problem. It has broad applications ranging from synthetic handwritten text generation to graphic design. In these settings, you need more than plausible images; you need precise control over both text content and visual fidelity. This is where Eruku[1] stands out.
3D Scene Reconstruction from the Inside: Explore the Mathematics Behind gsplat
- 16 December 2025
3D Gaussian Splatting (3DGS) reconstructs 3D scenes from multiple 2D images and renders novel views in real time. In this blog, which serves as a follow up to a previous post, Elevating 3D Scene Rendering with GSplat, you will learn the core mathematics and the practical library components behind 3DGS using gsplat.
VLM Fine-Tuning for Robotics on AMD Enterprise AI Suite
- 28 November 2025
Vision-language models (VLMs) power applications from image captioning to robotics instruction following, but full model fine-tuning is resource-intensive and slow. Low-Rank Adaptation (LoRA) offers a faster, more efficient alternative by training only a small set of injected parameters while keeping the base model frozen.
Elevating 3D Scene Rendering with GSplat
- 03 October 2025
In this blog we explore how to use GSplat, a GPU-optimized Python library for training and rendering 3DGS models, on AMD devices. This tutorial will guide you through training a model of a scene from a set of captured images, which will then allow you to render novel views of the scene. We use a port of the original GSplat code that has been optimized for AMD GPUs. The examples used throughout this blog were trained and rendered using an AMD MI300X GPU.