Commercialized Batch Processing Solutions
The following workflow is recommended for the specific needs of gift customization merchants:
- Hardware Configuration Options
It is recommended to build a local processing cluster:
- Mid-range workstation configuration (RTX3060 + 32GB RAM) can run 3-5 simultaneous generation jobs
- utilization"Queue management system"(QMS) plug-in for automated queuing - Batch Processing Techniques
1. Creating a standardized shooting environment: ring light + grey background cloth
2. Utilization"CSV batch import"Function (exclusive to Enterprise Edition) Upload 50+ photos at the same time
3. Enabling"Smart Grouping"Function to automatically classify similar models by facial features - Cost control methods
- Purchase of the platform's annual enterprise subscription (62% lower cost per model)
- use"Parameter reuse"technique, where similar photos use the same set of optimization parameters
- Printing stage use"Intelligent Typesetting"Software maximizes use of print platform
Typical case: After a wedding company adopted this program, the single portrait production time was compressed from 45 minutes to 12 minutes, and the yield rate was increased to 98%. The key is to set up the generating link in the"Commercial grade accuracy"(0.05mm detail retention), and a standardized coloring process for the post-processing stage.
This answer comes from the article3D Bust Maker: Generating 3D Printed Busts from a Single PhotoThe
May not be reproduced without permission:AI productivity tools " How to achieve mass production optimization in a gift customization scenario?
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