Image Moderation
Ensure every product image meets your quality standards — automatically. Category matching, blur detection, watermark checks, and more.
automated quality checks per image
pass / fail validation
moderation at marketplace scale
Bad product images cost you sales and trust.
Marketplaces receive thousands of product images daily from merchants. Blurry photos, wrong categories, watermarked images, and cropped products slip through manual review and damage your brand. AI moderation catches every issue, instantly.
How it works
From upload to validation in milliseconds.
Merchant uploads images
A seller or internal team uploads product images to your marketplace or e-commerce platform.
AI validates each image
Fashionoscope checks the image against your quality rules: category match, visibility, blur, resolution, watermarks, and more.
Results are returned instantly
Each image receives a pass/fail result with specific reasons for any rejection, enabling instant feedback to the uploader.
Comprehensive image quality checks
Category Matching Validation
Does the image actually match the product category? Our AI verifies that a product listed as a "dress" actually shows a dress — not a handbag or random lifestyle photo.
Full Product Visibility Check
Is there at least one photo that shows the whole product without any crops? Ensure customers can see the full item before purchasing, reducing returns and complaints.
Blur & Quality Detection
Detect blurred areas, low resolution, and images that do not meet your quality requirements. Ensure every product image looks professional and crisp across all devices.
Watermark Detection
Is there any unwanted watermark on the image? Automatically flag images with watermarks, logos, or overlays that violate your marketplace guidelines.
Built for real fashion workflows
Marketplace onboarding
Validate every merchant upload automatically before it goes live — no manual review queue, no bottleneck.
Brand consistency
Enforce white-background, full-product, watermark-free standards uniformly across thousands of listings.
Returns reduction
Catch misleading, cropped, or low-quality images that drive returns and complaints before customers ever see them.
API-first. Built for marketplace scale.
Integrate image moderation into your merchant upload flow via REST API. Each image is validated in real time with instant pass/fail feedback. Fashionoscope scales with your marketplace growth.
Related solutions
Combine Image Moderation with these products for complete catalog quality control.