Batch Processing
How a high-volume photo lab enhances thousands of customer images per day with the VIESUS CLI — and which interface and settings fit the workflow.
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How a high-volume photo lab enhances thousands of customer images per day with the VIESUS CLI — and which interface and settings fit the workflow.
The scenario: A photo lab receives thousands of customer images per day across many orders. Images vary in size and quality, and every order must come back enhanced with consistent settings — without anyone editing images by hand.
Use the VIESUS CLI. It is built for unattended, high-volume batch processing on Windows or Linux servers and integrates into any script, scheduler, or orchestration tool.
The CLI reads a list of images (or a folder), applies one shared configuration to every image, and writes the enhanced files out. For interactive workloads behind a web service instead, see the Node.js module; for PDFs, see PDF Processing.
You define one enhancement configuration (viesusini.json) and reuse it across the whole lab, so results stay consistent regardless of who runs the job.
The CLI processes a batch — a folder or an image list — in one run, writing each enhanced image to a destination folder.
A per-image result file records the status of every image, which your monitoring can scan to confirm an order completed cleanly.
Throughput scales by running more CLI instances in parallel — for example one per order, or one per GPU on a multi-GPU machine.
Hardware
A compatible NVIDIA GPU is recommended for AI features (AI upscaling, Artifact Removal) and speed. Standard enhancement also runs on CPU. See System Requirements.
Consistency
Keep a single configuration per product type so every order is enhanced identically.
Throughput
Plan capacity against your daily volume — see Benchmarks and Performance Tuning.
Scaling
Parallelism comes from running multiple instances, not from one giant job.
Storage
Enhanced output can be larger than compressed input — size your output storage accordingly.
Licensing
A GUID suits servers that scale; an Activation Key suits a fixed machine. See Licensing.
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