R&D / MARKETPLACE CATALOG / MODEL PACK

KLOTHES by objekts

One digital brand model. The entire clothing catalog. A consistent face and complete angle set for marketplaces.

MODEL PACK / CATALOG PRODUCTION / 2026

What it is

Build the model once, dress the entire catalog.

KLOTHES is designed for high-volume marketplace catalog production: the brand approves a digital model with a developed face and body, uploads the garments, and the system produces consistent front, three-quarter, profile and back views. One identity, one scale and one lighting logic across the entire batch.

The target high-volume scenario covers dozens to 1,000 SKUs in one pipeline: import → grouping products, colors and source angles → jobs for the approved Model Pack → garment-fidelity QA → manual review of exceptions only → platform-ready packages.

This is not a single attractive try-on; it is catalog production with garment control. Silhouette, construction, color, print, text, front and back are checked separately. Every angle is built only from verified details, without invented prints, backs or construction.

Model Pack / 8 angles

One face. One garment. Every required angle.

Model Pack MP-C: portrait front / three-quarter / profile and full-body front / three-quarter / left profile / right profile / back. One consistent character and garment, not eight unrelated generations.

KLOTHES by objekts: detailed face of the male digital model — A separate identity portrait locks the face, proportions, hair, skin and model character before high-volume catalog dressing.

KLOTHES by objekts: full-body front view of the male model in the garment — The full-body front view is the base product angle. It is checked for silhouette, length, fit, layers, print and detail placement.

KLOTHES by objekts: full-body back view of the male model in the garment — The back view is built from a source image of the back or an approved product construction, without randomly invented details.

Marketplace pipeline

1,000 garments, not 1,000 manual photoshoots

01 / CREATE ONCE

Brand model

We approve the face, body, height, proportions, poses, lighting and required angles. The Model Pack becomes the permanent foundation of the catalog.

02 / BULK INPUT

Catalog intake

The system parses folders and feeds, links SKUs, colors and front/back/detail sources, and flags products that lack sufficient evidence.

03 / DRESS & QA

Dressing by angle

Every garment passes through supported views on the same model. Review checks not only appearance but garment fidelity: construction, color, print and text.

04 / EXPORT

Platform packages

Approved images are exported by SKU and angle with clear provenance. A person reviews exceptions instead of sorting the entire batch.

Catalog management

The whole batch is visible as one system

KLOTHES by objekts: fashion-catalog status overview — The overview shows batch size, completed products, blockers and items that need manual review.

KLOTHES by objekts: map of products, colors and source angles — The map links source assets to SKUs, color variants and available views before expensive production begins.

KLOTHES by objekts: garment-fidelity review queue — Only exceptions enter review: a complex pattern, text, missing angle, identity error or fit issue.

How we launch

We begin with a pilot batch: approve the Model Pack, required angles and garment-fidelity rules, then scale the pipeline to the catalog. Volumes up to 1,000 SKUs are estimated from the source quality, angle count and share of products requiring manual work.

The shown images are an objekts Model Pack. The interface demonstrates how products move through import, preparation, QA, review and export.

Related production

Where it applies

Catalog system / fashion production [email protected]

Send a catalog sample, platform requirements and SKU volume. We will first define what can be verified from the sources and which results require manual review.