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GPU CLUSTER: ONLINE
LAUNCH GENERATOR
DATASET: 50K_TEXTILEFINE_TUNED

Generative
Textile Design

Generate unique, production-ready patterns in seconds with models fine-tuned on 50,000+ historical textile patterns.

prompt_engineer.py
const request = {
style: "baroque_floral",
repeat: "half_drop",
colors: ["#FF0000", "#000000"],
}
// Processing tensor weights...
>> Pattern Generated

Style Transfer

Adapt any image style to textile constraints.

Seamless Tiling

Native support for repeat patterns (no seams).

Color Control

Strict palette adherence for production.

Yarn and pattern prep before knit / weave

  • Lock the yarn line in the tech pack

    Paste the Ne/Nm/Tex/Denier table from this tool into PO and sample approval. Copy PO line for supplier chat in one unit system — for folded yarn use the resultant count (÷ plies).

  • Match pattern density to yarn fineness

    Fine yarn (high Ne/Nm) allows thinner lines and smaller motifs; heavy counts limit detail. Size repeats in the Generator against your yarn ticket — for filament, reference the Denier/dtex row.

  • Build seamless repeats before sampling

    After yarn spec is clear, create seamless designs in AI Pattern Studio with the same palette. Spot-color count drives print cost — pair with the GSM converter when adding fabric weight to the PO.

Pattern / motif prep before embroidery

  • Lock stitch count in the tech pack

    Paste total stitches and cone estimates from this tool into PO and sample approval. Copy length into purchasing notes — validate waste % before bulk cone orders.

  • Create motif art in the Generator first

    Build logos or repeat motifs in AI Pattern Studio before embroidery digitizing. Seamless repeats and tight palettes cut color changes — they directly affect the cone multiplier in this calculator.

  • Validate thread rate on a sample run

    Density presets are industry rules of thumb for 40wt thread. Machine brand and underthread shift the rate — after digitizing Generator output, measure actual meters on a sample piece against this tool.

Fabric weight and pattern prep before PO cut

  • Lock fabric weight in the tech pack

    Convert oz/yd² quotes to g/m² in this tool and paste into the GSM field on the Fabric Cost Calculator. Per-kg pricing drifts when weight is wrong — add roll-weight estimates to the same PO line.

  • Size repeats against fabric weight

    Heavy GSM swallows fine lines; lighter fabrics print smaller motifs more cleanly. Set repeat dimensions in the Generator after GSM lock-in — spot color count directly affects m² cost.

  • Build seamless art after cost is clear

    Once landed fabric cost and waste % are locked, create seamless repeats in AI Pattern Studio with the same palette. Sample approval should precede PO signature — follow palette limits in the guide.