KadmilOS — AI Module
Background removal via REST API. Clean transparent PNG output in seconds — catalog-ready cutouts at scale.
~3s
Avg. processing time
4 ops
Stackable in one call
PNG/JPEG
Output formats
bg_remove
Background removal — clean transparent PNG output (shipped today)
01
POST the HTTPS URL of your original product image. JPEG, PNG, and WebP supported.
02
KadmilOS removes the background. No separate enhance/crop ops in the current API — bg_remove only.
03
An output_url is returned pointing to a transparent PNG on KadmilOS CDN.
04
Use the output_url in your catalog, feed into Fashion Model Photoshoot, or download to your own storage.
curl -X POST https://www.vinket.eu/api/v1/ai/image-prep \
-H "X-KOS-Key: your_trial_key" \
-H "Content-Type: application/json" \
-d '{
"image_url": "https://cdn.yourbrand.com/raw-sku-001.jpg"
}'
# Response:
# {
# "ok": true,
# "output_url": "https://cdn.kadmilos.com/image-prep/result_abc123.png",
# "operations_applied": ["bg_remove"],
# "api_version": "1.0"
# }Isolate every SKU on a transparent background for consistent merchandising layouts.
Clean product shots improve Fashion Model Photoshoot input quality. Run Image Prep first.
Start from a clean cutout, then composite onto white in your own pipeline if a marketplace requires it.
What does the API return?
A transparent PNG at output_url, with operations_applied: ["bg_remove"].
Can I enhance or crop in the same call?
Not in the current version. Background removal only. Extra ops are roadmap — do not rely on them yet.
Does this work with dark or complex backgrounds?
Yes for most catalog shots. Edge cases with fine hair or transparent fabric may have reduced accuracy.
AI-generated content notice: Outputs from this API are AI-generated or AI-manipulated media. Under EU AI Act Article 50(4), deployers must disclose AI-generated imagery and video to end users. KadmilOS is designed to support these disclosure obligations. This notice does not constitute legal compliance advice.