Enhance Image Classification Via Inter-Class Image Mixup With Diffusion ModelIntroduction 👋This repository implements various generative data augmentation strategies using stable diffusion to create synthetic datasets, aimed at enhancing classification tasks....
Car parts detection necessitates a substantial amount of up-to-date data and requires detectors with powerful feature learning capabilities. To this end, we propose two novel methods that leverage the high-level features learned from Stable Diffusion for data augmentation and car parts detection. ...
Faster creativity: With Stable Diffusion, users can quickly create and refine images from text prompts to achieve their desired output. When using an RTX GPU, these results can be generated up to 2.2x faster than on an NPU. And thanks to software optimizations using the NVIDIA TensorRT SDK, ...
Finally, Figure 5 shows a few examples of a fine-tuned Stable Diffusion model with our DRaFT+ algorithm compared to the base Stable Diffusion model. Both models use the same prompts and the initial seeds for image generation. The fine-tuning is done on the Pic-a-Pic dataset prompts us...
ComfyUI/ComfyUI - A powerful and modular stable diffusion GUI.And, for all ComfyUI custom node developersAbout ComfyUI-Manager is an extension designed to enhance the usability of ComfyUI. It offers management functions to install, remove, disable, and enable various custom nodes of ComfyUI. ...
Does Canva have an AI image generator? Canva uses the AI image generator, Stable Diffusion, to power itsMagic Mediatool. With Magic Media, all you have to do is describe the image you want to see, and Canva will attempt to create it. ...
Full size image Results Reconstruction performance Regarding the DP-CDVAE+\(N_a\)model, the additional encoding of\(N_a\)into the model leads to improved match rates for all datasets, with an increase of 2–5%. This enhancement can be attributed to the accurate prediction of\(N_a\). Ho...
Stable Video是什么 Stable Video由Stability AI最新上线的人工智能视频生成工具,基于潜在扩散模型Stable Video Diffusion,可以直接在线快速创建高质量的视频内容。该工具允许用户从文本描述或静态图像出发,生成连贯且逼真的视频序列,实现了从文本到视频和图像到视频的转换。 Stable Video的核心功能 文本到视频生成:Stable Vid...
ComfyUI/ComfyUI - A powerful and modular stable diffusion GUI. dustysys/ddetailer - DDetailer for Stable-diffusion-webUI extension. Bing-su/dddetailer - The anime-face-detector used in ddetailer has been updated to be compatible with mmdet 3.0.0, and we have also applied a patch to the...
The diffusion rate of nanoparticles within a biofilm is also directly proportional to its size [197,198]. It is suggested that nanoparticles with an average size of 130 nm or smaller can penetrate the biofilm matrix and have better biofilm-eradicating potential [199]. However, most nanoparticles...