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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.

Color → AI pattern generation

  • Lock approved HEX values in the tech pack

    Paste HEX ↔ RGB ↔ HSL output from this tool into PO approval notes. Set palette limits in the Generator against the same HEX list — spot color count directly affects print cost.

  • Separate screen color from print expectation

    sRGB screen math is not Pantone® or lab dip. Confirm critical colors with mill standards; lock the Generator palette after approval.

  • Build seamless art after palette lock-in

    Once approved HEX/RGB values are clear, create seamless repeats in AI Pattern Studio with the same palette. Sample approval should precede PO signature.

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.

Landed cost → AI pattern generation

  • Lock landed cost in the PO

    Paste total cost, meters with waste and cost per piece from this tool into sourcing quotes. Copy summary for mill comparisons — pair with the GSM converter when mills quote oz/yd² but you cost in g/m².

  • Size repeats against m² cost

    Spot color count and repeat dimensions directly affect the m² cost in this calculator. Lock palette limits in the Generator after PO approval — extra spot colors raise landed cost.

  • Build seamless art after cost lock-in

    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.

Repeat prep before pattern generation

  • Lock repeat size in the tech pack

    Paste the cm ↔ inch conversion and tile count from this tool into PO approval notes. Size seamless repeats in the Generator against the same rapport values.

  • Plan tiles against the fabric panel

    The tile grid rows × columns shows how many repeats fit the panel. Tune pattern density to that grid — excess detail gets lost in small tiles.

  • Build seamless art after rapport lock-in

    Once repeat cm/inch and target DPI px are clear, create tile-safe designs in AI Pattern Studio with the same palette. Verify edge alignment with Seamless Checker.

Panel pixel prep before pattern generation

  • Lock target px in the tech pack

    Paste the width × height px values from this tool into PO approval notes. Match Generator output to the panel aspect ratio — wrong ratios delay sample approval.

  • Plan repeat size at print DPI

    After panel px targets are clear, lock repeat cm/inch with the Rapport Calculator. Size seamless repeats in the Generator against panel width.

  • Generate art after panel ratio lock-in

    Once target px and upscale factor are clear, create panel-safe designs in AI Pattern Studio with the same palette. Copy the upscale factor from this tool when needed.

Pattern prep after marker approval

  • Lock marker yield in the tech pack

    Paste yield %, pieces/m and linear meters from this tool into cut approval. Copy meters into purchasing notes — it clarifies panel count and orientation before pattern generation.

  • Align repeat size to panel dimensions

    Match piece width × length to the repeat canvas in the Generator. If rotated orientation yields better efficiency, build the seamless design in the same orientation — validate px resolution with the Panel Pixel Planner.

  • Move approved panel art into AI Pattern Studio

    After validating marker yield and waste %, create seamless repeats in AI Pattern Studio with the same palette. Limit spot color count — follow palette limits in the guide.