Batch Generation for Enterprise Fashion Catalogs
Uwear batch generation helps fashion teams turn structured product assets into catalog-ready on-model visuals at production volume. Upload product imagery, define the creative direction, submit a controlled batch, then review generated assets as they arrive.
Video Tutorial
How Batch Generation Works
Batch generation is built for teams that need consistent visual coverage across large product sets. The system manages high-volume jobs, keeps inputs structured, and lets teams keep moving while results are generated and reviewed.
Step 1: Batch Upload
In your asset manager, you'll find a "Batch Upload" button. Click it to start uploading multiple clothing images at once.
Smart Image Grouping
Drag & Drop Multiple Images
Drag product photos into the upload area to prepare a structured production batch
Automatic Grouping
Uwear groups front and back views of the same product based on similar filenames
Manual Grouping
Production teams can manually group assets when product naming or supplier files need extra control
Important
Keep the upload window open while assets are processing. Large product batches can take a few seconds to several minutes to prepare, depending on file count and size.
Step 2: AI-Generated Descriptions
Once uploaded, Uwear generates descriptions for each clothing item. These descriptions help the model understand the product features, garment type, print, and fit before visual generation begins.
Pro Tip
If results are inconsistent, inspect the generated product descriptions first. Correcting garment details, fabric notes, or product structure can improve generation quality before retrying the batch.
Step 3: Batch Generate
Navigate to the batch generation page to set up production parameters. The interface lets teams choose products, control art direction, and create repeatable settings for the run.
Select Your Clothing Items
- View All: Click to expand and see all your uploaded clothing at once
- Select All: Quickly select all items with one click
- Filter by Keywords: Type keywords (e.g., "t-shirt") to find specific items
- Individual Selection: Click on specific items to select or deselect them
Set Generation Parameters
- Model Prompt: Describe the type of model you want (e.g., "Japanese young male model")
- Backdrop: Choose background settings (e.g., "white backdrop")
- Number of visuals: Set how many approved candidates you want per item.
Step 4: Review & Generate
After setting your parameters, click the "+" button to see a summary of all selected items. You can:
- Review the total count and camera settings
- Remove items if needed
- Add specific items with different settings (e.g., front view only)
- Modify parameters for individual items
When the selection and settings are ready, submit the batch request.
Understanding the Processing System
Batch processing is designed for high-volume catalog work. Here is what happens after a team submits a production batch:
15-Minute Processing Intervals
Batches can take up to 15 minutes to start processing. This isn't a delay - it's our production system managing resources efficiently.
Why the 15-minute interval?
Batch work can involve thousands of generations, chained edits, or video steps. Uwear queues production runs and processes them in optimized intervals so large jobs do not disrupt interactive Studio work.
What this means for teams: You can submit a large run, keep working elsewhere, and return as results appear for review.
Monitoring Progress & Results
Real-Time Updates
Watch your batch progress update in real-time. You'll see percentages like "10%" updating as images are generated, so you always know where you stand.
Live Results Feed
Generated visuals appear in your gallery as they complete. You do not need to wait for the full batch before reviewing early outputs.
New Generated Assets View
Check the new view to see all your generated assets in one place, organized and easy to browse.
Downloading Your Results
Once your batch is complete, downloading approved outputs is simple:
1. Navigate to your generated assets view
2. Use "Select" to choose the visuals you want
3. Hold "Shift" and click to select ranges of visuals quickly
4. Hit "Download" to get all selected images in a ZIP file
Built For Enterprise Catalog Teams
Batch generation is useful for fashion brands, retailers, and agencies that need consistent catalog coverage across large product sets. The workflow is optimized for production volume while preserving review, retries, and quality control.
Need implementation support? Our team can help map batch settings, review workflows, API handoff, and retry rules for large product catalogs.