Abstract: This paper presents a novel methodology for generating synthetic images that adhere accurately to provided semantic segmentation maps using the Stable Diffusion model with the ControlNet ...

task-specific conditions in an end-to-end way, and the learning is robust even when the training dataset is small ( 50k). Moreover, training a ControlNet is as fast as fine-tuning a diffusion model, ...

AMD has officially enabled Stable Diffusion on its latest generation of Ryzen AI processors, bringing local generative AI image creation to systems equipped with XDNA 2 NPUs. The feature arrives ...

Our expert, award-winning staff selects the products we cover and rigorously researches and tests our top picks. If you buy through our links, we may get a commission. Katelyn is a writer with CNET ...

Forbes contributors publish independent expert analyses and insights. A former tech executive covering AI, XR and The Metaverse for Forbes. BURBANK, CALIFORNIA - OCTOBER 16: A sign refers to A.I. as ...

TL;DR: By 2025, over 8GB of VRAM will be essential for high-end 1440p and 4K gaming and local AI workloads. NVIDIA and Stability AI optimized Stable Diffusion 3.5 with FP8 quantization and TensorRT, ...

Architects and designers are increasingly using text-to-image AI models like Stable Diffusion. Processing is often pushed to the cloud, but the GPU in your workstation may already be perfectly capable ...