ImageRAG: Leveraging RAG and AIGC to Elevate Image Generation Quality

ImageRAG introduces a dynamic retrieval‑augmented generation framework that integrates visual language models and CLIP‑based similarity search to supply reference images, enabling diffusion models like OmniGen and SDXL to better render rare and fine‑grained concepts, as demonstrated through extensive quantitative and qualitative experiments.

AIGCDiffusion ModelsImageRAG

0 likes · 18 min read

ImageRAG: Leveraging RAG and AIGC to Elevate Image Generation Quality

NewBeeNLP

May 21, 2024 · Industry Insights

How EcomXL Supercharges E‑commerce Image Generation with SDXL Optimizations and 3‑Second Inference

This article details how Alibaba's Wanxiang Lab adapted the SDXL diffusion model for large‑scale e‑commerce image generation, introducing the EcomXL series, a weighted‑distillation fine‑tuning method, hierarchical model fusion, specialized ControlNet variants, and the SLAM inference accelerator to achieve high‑quality, controllable product images within three seconds while boosting business metrics.

AIGCControlNetEcomXL

0 likes · 14 min read

How EcomXL Supercharges E‑commerce Image Generation with SDXL Optimizations and 3‑Second Inference

Alimama Tech

May 15, 2024 · Artificial Intelligence

EcomXL: Optimizing SDXL for Large‑Scale E‑commerce Image Generation

EcomXL enhances SDXL for large‑scale e‑commerce image generation by leveraging tens of millions of curated images, a two‑stage fine‑tuning with denoising‑weighted distillation and layer‑wise fusion, specialized ControlNets for inpainting and soft‑edge consistency, and the SLAM inference accelerator to achieve sub‑second generation while boosting visual quality and adoption metrics.

AIGCControlNetEcomXL

0 likes · 15 min read

EcomXL: Optimizing SDXL for Large‑Scale E‑commerce Image Generation

58UXD

Aug 22, 2023 · Artificial Intelligence

How to Use AI to Create Stunning Qixi Festival Designs in Minutes

This guide shows how to quickly generate Qixi-themed visual assets with the AI tool “Instant Inspiration”, covering model selection, prompt crafting, style variations, and post‑processing steps to streamline the entire design workflow.

AI-generated designImage GenerationPrompt engineering

0 likes · 10 min read

How to Use AI to Create Stunning Qixi Festival Designs in Minutes