ERNIE-Image

ERNIE-Image E-commerce Product Photography Complete Guide: AI Workflow from Zero to Listing

Jun 6, 2026

ERNIE-Image E-commerce Product Photography Complete Guide: AI Workflow from Zero to Listing

Summary: E-commerce product photography in 2026 is undergoing a fundamental AI-driven transformation. This article uses Baidu's ERNIE-Image 8B model as the core tool, providing a complete workflow for generating e-commerce product images from scratch — covering six application scenarios (product main images, promotional posters, social media graphics, product comparison charts, lifestyle scenes, and packaging mockups), including ready-to-use prompt templates, ComfyUI batch production workflows, and cost comparison analysis. Whether you're an e-commerce seller, designer, or brand marketer, this article will help you significantly reduce product image production costs with AI.

Why ERNIE-Image Is the Ideal Choice for E-commerce Product Photos

In the AI image generation landscape, ERNIE-Image has several unique differentiating advantages that make it particularly suitable for e-commerce scenarios:

Core Advantages

1. Text Rendering Capability (Industry-leading)

ERNIE-Image's core differentiating feature is its precise text rendering. With a LongTextBench benchmark score of 0.9733, you can directly include text in generated product images:

  • Promotional slogans (e.g., "Limited Time Offer", "Buy 2 Get 1 Free")
  • Price tags and discount information
  • Brand names and logo text
  • Product specification descriptions

Competitor comparison: Midjourney V8.1 text rendering accuracy is approximately 80-85%, FLUX.2 Pro around 70-75%, while ERNIE-Image achieves 97%+.

2. Structured Layout Understanding

ERNIE-Image's DiT architecture has native understanding of structured layouts:

  • Multi-panel layouts (product comparison charts, feature showcase images)
  • Infographics
  • Poster designs (title + product + descriptive text)
  • Banner ads (classic left-product-right-text layout)

3. Multilingual Support

Native text rendering in Chinese, English, Japanese, Korean, Spanish, and other languages, suitable for cross-border e-commerce scenarios.

4. 8-Step Turbo Mode

ERNIE-Image-Turbo generates high-quality images in just 8 inference steps — 6x faster than the standard 50-step mode — making it ideal for batch production.

5. Open Source & Free Commercial Use

Apache 2.0 license means zero licensing fees, perfect for e-commerce enterprises needing large volumes of product images.

Six Application Scenarios Complete Guide

Scenario 1: Product Main Image Generation

Platforms: Taobao, JD.com, Amazon, Shopify

Prompt Templates:

# White Background Product Main Image
A professional product photograph of [product name] on pure white background,
studio lighting, soft shadows, high resolution, 4K, commercial photography style,
centered composition, clean and minimal

Lifestyle Product Image


A [product name] placed on [scene description, e.g., marble countertop / wooden table / beach sand],

natural sunlight, lifestyle photography, warm tones, shallow depth of field,

professional e-commerce product photo, 4K resolution


Multi-angle Product Display


[product name] displayed from [angle, e.g., front / side / 45-degree] angle,

white background, professional product photography, soft studio lighting,

high detail, commercial quality

Best Practices:

  • Use Turbo mode (8 steps) to quickly generate multiple variations
  • Set CFG Scale to 4.0 (standard mode) or 1.0 (Turbo mode)
  • Select the best result after generation, avoid excessive iteration

Scenario 2: Promotional Poster Design

Core Advantage: ERNIE-Image's text rendering capability makes poster design its strongest application.

Prompt Templates:

# Discount Promotion Poster
A promotional poster for [product category], featuring [product name] as the main product,
bold text "50% OFF" in red, clean modern design,
gradient background from [color 1] to [color 2],
professional commercial design, high resolution, marketing material

New Arrival Poster


A product launch poster for [product name],

elegant minimalist design, white background,

text "NEW ARRIVAL" at the top in bold sans-serif font,

product image in center, subtle shadow effects,

premium brand aesthetic, 4K


Holiday Promotion Banner


A horizontal banner for [holiday, e.g., Double 11 / Black Friday] promotion,

festive color scheme with [color],

text "[promotional slogan]" in large bold font,

[product name] product image,

professional e-commerce banner design, 1920x600 resolution

Best Practices:

  • Text content for posters is written directly in the Prompt — ERNIE-Image will automatically render it
  • For complex layouts, generate a base version first, then fine-tune in design software
  • Recommended resolution: 1920x1080 (portrait poster) or 1920x600 (landscape banner)

Scenario 3: Social Media Graphics

Platforms: Instagram, Xiaohongshu, Douyin, Facebook

Prompt Templates:

# Instagram Square Graphic
A lifestyle product photo of [product name],
placed in a cozy [scene, e.g., cafe / home office / bedroom] setting,
warm golden hour lighting, aesthetic composition,
Instagram-worthy, flat lay style,
soft pastel color palette, professional photography

Xiaohongshu Style Graphic


A beautiful product photography of [product name],

Chinese aesthetic style, clean and elegant composition,

soft natural lighting, minimal props,

light pink and white color scheme,

professional product photography, high quality, 4K


Short Video Cover


A dynamic product shot of [product name],

action-oriented composition, motion blur background,

bold text "[title]" overlaid on the image,

vibrant colors, YouTube thumbnail style,

high contrast, eye-catching design

Scenario 4: Product Comparison Charts

Core Advantage: ERNIE-Image's structured layout capability excels at comparison chart generation.

Prompt Templates:

# Side-by-Side Comparison Layout
A side-by-side product comparison image,
left side shows [product A], right side shows [product B],
clean white background, centered layout,
text labels below each product,
professional comparison chart style, high resolution

Feature Comparison Infographic


An infographic-style product comparison,

[product name] in the center, surrounding feature icons with text labels,

modern flat design, blue and white color scheme,

clean typography, professional marketing material,

4K resolution, suitable for product detail page

Scenario 5: Lifestyle Scenes

Prompt Templates:

# Home Setting
A [product name] naturally integrated into a modern living room setting,
scandinavian interior design, natural sunlight through large windows,
warm and inviting atmosphere, lifestyle photography,
professional product-in-context photography, 4K

Outdoor Setting


A [product name] being used outdoors in a [scene, e.g., mountain / beach / city park] setting,

dynamic composition, natural lighting,

lifestyle photography, outdoor adventure theme,

high resolution, professional photography style


Workspace Setting


A [product name] on a modern office desk,

macbook laptop nearby, coffee cup, minimalist desk setup,

natural window lighting, professional workspace photography,

clean and organized aesthetic, 4K

Scenario 6: Packaging Mockup

Prompt Templates:

# Product Packaging Display
A premium product packaging mockup for [product name],
[package type, e.g., cardboard box / glass bottle / gift bag],
elegant minimalist design, [brand color] color accents,
placed on [display surface, e.g., white surface / wooden table / marble counter],
professional product photography, soft lighting, 4K

Gift Box Packaging


A luxury gift box packaging for [product name],

premium materials, gold foil accents,

elegant ribbon, clean presentation,

white background with soft shadows,

commercial product photography, high resolution

Batch Production Workflow

ComfyUI Batch Generation Workflow

[Text Prompt Batch] → [ERNIE-Image Model] → [Batch Output]
                         ↓
                   [PE Enhancer (optional)]

Steps:

  1. Prepare prompt list (CSV file)
  2. Use ComfyUI Batch node to load prompts
  3. Set output directory and resolution
  4. Run batch generation (Turbo mode can produce dozens of images per minute)

API Batch Calls

# Atlas Cloud API batch call example
import requests
import json

API_KEY = "your_api_key"

ENDPOINT = "https://api.atlascloud.ai/v1/ernie-image/turbo"


prompts = [

"A professional product photograph of wireless headphones on white background...",

"A lifestyle product photo of wireless headphones in a cafe setting...",

"A promotional poster for wireless headphones with text '30% OFF'...",

]


results = []

for prompt in prompts:

response = requests.post(

ENDPOINT,

headers={"Authorization": f"Bearer {API_KEY}"},

json={

"prompt": prompt,

"width": 1024,

"height": 1024,

"steps": 8,

"cfg_scale": 1.0

}

)

results.append(response.json())

Cost Comparison Analysis

Traditional Photography vs AI Generation

Item Traditional Photography ERNIE-Image API ERNIE-Image Local
Single Product Photo ¥200-500 ($28-70) ¥0.3-0.7 ($0.04-0.10) ¥0.05-0.1 ($0.007-0.014)
100 Product Photos ¥20,000-50,000 ¥30-70 ¥5-10
Modification Cost ¥100-300/session ¥0.3-0.7/image ¥0.05-0.1/image
Production Time 3-7 days Hours Minutes
Hardware Investment None None RTX 4090 ~¥15,000

ROI Analysis:

  • Monthly need of 50 product photos: traditional annual cost ~¥120,000-300,000
  • ERNIE-Image API: annual cost ~¥180-420
  • Local deployment: hardware investment ¥15,000, near-zero cost after
  • Payback period: Local deployment breaks even in 1-2 weeks

Notes & Best Practices

Important Notes

  1. Text Accuracy: While ERNIE-Image has high text rendering accuracy, long text (over 20 characters) may still have spelling errors. Review text content after generation.

  2. Product Consistency: AI-generated product images may have subtle differences from actual products. Compare with real products after generation, make manual adjustments if needed.

  3. Copyright Compliance: Apache 2.0 license allows commercial use, but avoid including copyrighted trademarks or brand elements in generated images (unless authorized).

  4. Platform Specifications: Different e-commerce platforms have different product image requirements (e.g., Amazon requires white backgrounds, Taobao requires square aspect ratios). Check target platform specifications before generating.

Best Practices

  1. Rough First, Then Refine: Use Turbo mode to quickly generate multiple variations, select the best result, then refine with standard mode.

  2. Layered Generation: Generate product image first, then background, then composite in ComfyUI. This approach provides more control than generating complete scenes in one pass.

  3. Build a Prompt Template Library: Create standardized prompt templates for each product category to ensure style consistency.

  4. Batch + Manual Selection: Batch generate 10-20 variations, manually select the best results. This is far more efficient than repeatedly tweaking a single prompt.

Conclusion

ERNIE-Image, with its precise text rendering, structured layout understanding, and efficient 8B parameter deployment, has become the ideal choice for e-commerce product photo generation. From white-background product images to promotional posters, from social media graphics to packaging mockups, ERNIE-Image covers the vast majority of image needs in e-commerce scenarios.

Through well-designed workflows (ComfyUI batch generation + API calls + manual selection), e-commerce sellers can reduce product image production costs by over 95%, while shortening production cycles from days to hours.

Key Recommendations:

  • Small-scale sellers: Use API (Atlas Cloud/WaveSpeedAI), pay-as-you-go
  • Medium-to-large sellers: Local RTX 4090/5090 deployment, lower long-term costs
  • Design teams: ComfyUI batch workflow + manual refinement, maximum efficiency

This article is based on publicly available information as of June 2026. API pricing and platform specifications may change over time — refer to the latest official information.

ERNIE-Image Team