Batch Product Photo Editing: Process Entire Catalogues with AI
How do brands edit hundreds of product images consistently and at speed?
Batch-edit product photos at scale: background removal, segmentation, upscaling, and line drawings across entire catalogues. Reduce production time by up to 80%.
Updated March 8, 2026
Key Points
- Built for retailers and brands who need to repurpose product content across platforms — ecommerce, marketplaces, social, print, and wholesale catalogues
- Once you've dialled in the workflow to create a specific look or feel, batch mode lets you apply it across your entire range in one run
- Seven batch modes: background removal, segment & replace, upscale, 2D line drawings, camera position, adjustments (Light Studio presets), and generation presets
- Reduces visual production time by up to 80% compared to editing images individually or outsourcing to retouchers
- Per-image approval workflow — review, approve, reject, or regenerate individual results before saving
- PDF export for entire batches — generate a single PDF containing all processed images
- Grid density control from 2×2 to compact view for reviewing large batches
- Multiple export formats, dimensions, and scales simultaneously from a single batch run
- Automatic SKU matching when saving processed images to your repository
Comparison
| Manual Editing Per Image | AI Batch Processing | |
|---|---|---|
| Time per 50 images | 8–15 hours | 10–20 minutes |
| Consistency | Varies by editor and fatigue | Identical settings across all images |
| Cost | $5–$15 per image (outsourced) | $0.10–$0.30 per image |
| Quality control | Manual review of each file | Per-image approval workflow built in |
| SKU tagging | Manual rename and organise | Automatic SKU matching on save |
Best Practice Workflow
- 1
Dial in your workflow on a single image first
Before going to batch, perfect your workflow on one product image in the editor. Whether it's a background swap, scene preset, Light Studio grading, or line drawing style — get the look and feel exactly right. This becomes the template for your entire range.
- 2
Select images from your repository
Use multi-select to choose the product images you want to process. You can select an entire product range, filter by SKU prefix, or pick individual items. Retailers repurposing for multiple platforms typically select the full range.
- 3
Choose your batch operation
Select from seven batch modes: background removal, segment & replace, upscale, 2D line drawings, camera position (angle/viewpoint transforms), adjustments (apply Light Studio presets), or generation presets (apply scene/lighting/style presets). Each mode is optimised for catalogue-scale processing.
- 4
Configure and run
Set parameters for the batch: background colour for removal, scale factor for upscaling, camera angles for position mode, grading preset for adjustments, or scene preset for generation. Configure export formats, dimensions, and scales — you can output multiple formats simultaneously from a single run. Start the batch and monitor progress in real time.
- 5
Review in grid view, approve individually, and export
Review results in an adjustable grid view (2×2 to compact density). Approve, reject, or regenerate each image individually. Export approved images to your repository with automatic SKU matching, download in multiple formats, or generate a PDF of the entire batch.
See Batch Processing in Action
This video demonstrates batch background removal — selecting multiple product images, processing them in a single workflow, and reviewing results.
Common Mistakes to Avoid
- Not preparing consistent source images — garbage in, garbage out at scale
- Skipping the per-image review step and approving everything blindly
- Not using SKU matching when saving back to the repository
- Running the wrong batch operation (e.g. background removal when you need segmentation)
- Processing too many images at once without first testing settings on a small batch
Related Questions
Who is batch editing most useful for?
Retailers and brands who need to repurpose product imagery across multiple platforms — ecommerce listings, marketplace feeds, social media, wholesale catalogues, and print. If you have an established workflow for a specific look or feel and need to apply it across tens or hundreds of SKUs, batch mode eliminates the repetitive manual work. Common starting points include background removal and upscaling.
How much time does batch editing actually save?
Batch processing reduces visual production time by up to 80%. A task that would take a retoucher 8–15 hours for 50 images (background removal, grading, resizing) takes 10–20 minutes in batch mode with per-image review included.
What batch operations are available?
Seven modes: background removal, segment & replace, upscale, 2D line drawings, camera position (apply angle/viewpoint transforms), adjustments (apply Light Studio grading presets), and generation presets (apply scene/lighting/style presets). All modes support per-image review, multiple export formats, and PDF export.
Can I apply a workflow I've already perfected on a single image?
Yes — this is the recommended approach. Dial in your workflow on one product image first (background swap, scene preset, Light Studio grading, or any other operation), then apply the same settings across your entire range in batch mode. The output is consistent because every image runs through the identical pipeline.
How many images can I process at once?
You can select and process dozens of images per batch. For best results, start with a small test batch of 5–10 images to verify your settings before scaling up to larger runs.
Can I review each result individually?
Yes. After processing, every image is presented for individual review. You can approve, reject, or regenerate each result before saving. Nothing is saved to your repository until you explicitly approve it.
Can I export in multiple formats for different platforms simultaneously?
Yes. Configure multiple export formats, dimensions, and scales in a single batch run. This means you can produce ecommerce-ready, social-optimised, and print-resolution versions of every image without re-running the batch.
How do batch results save to my repository?
When you save approved results, the system uses automatic SKU matching to associate processed images with the correct product records in your repository. This keeps your catalogue organised without manual file management.
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