paper-with-me

홈 › Papers

EasyPhoto: Your Smart AI Photo Generator

2023-10-07 · Ziheng Wu, Jiaqi Xu, Xinyi Zou, Kunzhe Huang, Xing Shi, Jun Huang

Stable Diffusion web UI (SD-WebUI) is a comprehensive project that provides a browser interface based on Gradio library for Stable Diffusion models. In this paper, We propose a novel WebUI plugin called EasyPhoto, which enables the generation of AI portraits. By training a digital doppelganger of a specific user ID using 5 to 20 relevant images, the finetuned model (according to the trained LoRA model) allows for the generation of AI photos using arbitrary templates. Our current implementation supports the modification of multiple persons and different photo styles. Furthermore, we allow users to generate fantastic template image with the strong SDXL model, enhancing EasyPhoto's capabilities to deliver more diverse and satisfactory results. The source code for EasyPhoto is available at: https://github.com/aigc-apps/sd-webui-EasyPhoto. We also support a webui-free version by using diffusers: https://github.com/aigc-apps/EasyPhoto. We are continuously enhancing our efforts to expand the EasyPhoto pipeline, making it suitable for any identification (not limited to just the face), and we enthusiastically welcome any intriguing ideas or suggestions.

📄 PDF Abstract BibTeX arXiv:2310.04672

Code (2)

aigc-apps/easyphoto 공식 구현 pytorch
aigc-apps/sd-webui-EasyPhoto 공식 구현 pytorch

Methods 이 논문이 사용한 방법론

Library 설명 없음
Diffusion Diffusion models generate samples by gradually removing noise from a signal, and their training objective can be expressed as a reweighted variational lower-bound…

Similar Papers 제목 키워드 기반

You can monitor your hydration level using your smartphone camera

2024-02-12 · Rose Alaslani, Levina Perzhilla, Muhammad Mahboob Ur Rahman, Taous-Meriem Laleg-Kirati 외

This work proposes for the first time to utilize the regular smartphone -- a popular assistive gadget -- to design a novel, non-invasive method for self-monitoring of one's hydration level on a scale of 1 to 4. The propo…

Binary ClassificationDimensionality ReductionExplainable artificial intelligencefeature selection+1

Turing Test for the Internet of Things

2014-12-11 · Neil Rubens

How smart is your kettle? How smart are things in your kitchen, your house, your neighborhood, on the internet? With the advent of Internet of Things, and the move of making devices `smart' by utilizing AI, a natural que…

Four Ways to Scale Up: Smart, Dumb, Forced, and Fumbled

2021-01-13 · Bent Flyvbjerg

Scale-up is the process of growing a venture in size. The paper identifies modularity and speed as keys to successful scale-up. On that basis four types of scale-up are identified: Smart, dumb, forced, and fumbled. Smart…

Smart Home Appliances: Chat with Your Fridge

2019-12-19 · Denis Gudovskiy, Gyuri Han, Takuya Yamaguchi, Sotaro Tsukizawa

Current home appliances are capable to execute a limited number of voice commands such as turning devices on or off, adjusting music volume or light conditions. Recent progress in machine reasoning gives an opportunity t…

Dataset GenerationVisual Reasoning

Pose Guided Fashion Image Synthesis Using Deep Generative Model

2019-06-17 · Wei Sun, Jawadul H. Bappy, Shanglin Yang, Yi Xu 외

Generating a photorealistic image with intended human pose is a promising yet challenging research topic for many applications such as smart photo editing, movie making, virtual try-on, and fashion display. In this paper…

DecoderImage GenerationPose-Guided Image GenerationVirtual Try-on