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SDXL EcomID

Developed by alimama-creative
EcomID is a text-to-image generation model based on SDXL, specializing in ID-customized generation through a single reference image while maintaining semantic consistency and facial keypoint control.
Downloads 1,300
Release Time : 10/22/2024

Model Overview

EcomID combines the strengths of PuLID and InstantID, achieving better background consistency, facial keypoint control, and enhanced facial realism and similarity through its ID encoder, cross-attention components, and IdentityNet architecture.

Model Features

ID Customized Generation
Generate customized images from a single reference ID image while ensuring semantic consistency.
Facial Keypoint Control
Enhance keypoint control using the IdentityNet architecture, improving ID consistency and facial realism.
Background Consistency
Integrate PuLID's IP-Adapter to reduce interference of ID embeddings on text embeddings, preserving background generation capabilities.
Enhanced Realism
Trained on a dataset of 2 million aesthetic portrait images to generate more realistic and visually appealing portraits.

Model Capabilities

Text-to-Image Generation
ID Customization
Facial Keypoint Control
Background-Consistent Generation
High-Fidelity Portrait Generation

Use Cases

E-Commerce
Customized Product Modeling
Generate customized model images for products to showcase different clothing or accessory styles.
Produce model images with consistent facial features to enhance product presentation.
Advertising Design
Customized Advertising Characters
Generate customized images of specific characters for advertisements to strengthen brand recognition.
Produce highly realistic and consistent advertising character images.
Entertainment & Media
Character Image Generation
Generate customized character images for films, TV shows, or games.
Produce character images with consistent facial features and diverse styles.
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