mlsanityData to 7 Oct 2026

EasyPhoto: Your Smart AI Photo Generator

arXiv 2310.04672 ↗First posted 7 Oct 2023cs.CVcited by 5

On the map: Diffusion models → Image generation, text-to-image and editing

Abstract (arXiv)

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.

Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Placed in Image generation, text-to-image and editing, one of 14 directions in Diffusion models. Builds on 9 of its 12 references that are in the map. First posted on arXiv 7 Oct 2023.

Builds on

9 of 12 references.

Closest ancestors · 1

Same direction, newest first

  1. 2023Adding Conditional Control to Text-to-Image Diffusion Models10 Feb

Other references · 8

  1. 2021High-Resolution Image Synthesis with Latent Diffusion Modelscited by 18,694
  2. 2021LoRA: Low-Rank Adaptation of Large Language Modelscited by 14,084
  3. 2023Segment Anythingcited by 8,158
  4. 2023Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detectioncited by 3,274
  5. 2023Training Diffusion Models with Reinforcement Learningcited by 939
  6. 2023LightGlue: Local Feature Matching at Light Speedcited by 583
  7. 2020U2-Net: Going Deeper with Nested U-Structure for Salient Object Detectioncited by 410
  8. 2021GAN Prior Embedded Network for Blind Face Restoration in the Wildcited by 197

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2023: 1; 2024: 3; 2025: 0; 2026: 1.

5 papers.

Similar, not cited

Close in wording, no citation either way

  1. 2023A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions
  2. 2025InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity
  3. 2025IC-Portrait: In-Context Matching for View-Consistent Personalized Portrait
  4. 2026A Comprehensive Dataset for Human vs. AI Generated Image Detection
  5. 2024InstantID: Zero-shot Identity-Preserving Generation in Seconds
  6. 2023Exploring the Potential of Generative AI for the World Wide Web
  7. 2026FaceSnap: Enhanced ID-fidelity Network for Tuning-free Portrait Customization
  8. 2025Generating Synthetic Data via Augmentations for Improved Facial Resemblance in DreamBooth and InstantID