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How to automate product image generation in e-commerce scenarios?

2025-08-25 1.4 K
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Deep integration with e-commerce systems through the UserAPI.ai API:

  • data interface layerAutomatic extraction of titles/keywords/attributes from the product database as the base hints.
  • Generation Strategy Layer: pre-set templates for different categories (e.g. apparel category needs to include "model display + multi-angle + solid color background")
  • aftertreatment layer: automatically call upscale interface to boost resolution, combine/vary-region to generate multi-size versions

Key technology realization

  • Use Webhook to receive the generated results and automatically upload them to the CDN.
  • Batch generation of scenario-based variants (e.g. holiday/seasonal versions) via Remix mode
  • Combine CRM data to generate personalized recommendation charts

costing

Calculated according to the standard version of the package: the cost of each 1,000 pieces of merchandise drawings is about $40, compared with outsourcing the design to save 90% costs, the output speed is 20 times faster.

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