Fabric Series
Digital Fabric Identification - WASL-14-30

From Visual Features to Weaving Logic: Digital Identification and Professional Manufacturing Guide for Drawn Thread Fabric and Openwork Striped Fabric

Leno weave fabric, as a typical Drawn Thread Fabric, features a core process of warp and twisted warp interlacing, forming a highly distinguishable drawn thread fabric structure. Through the leno mechanism, these yarns are locked in place by twisting during weaving, creating highly stable longitudinal hole characteristics, namely Openwork Striped Fabric. This arrangement further develops unique trapezoidal geometric structures, known as Ladder Stitch, whose orderly aligned hole matrix serves as a 1:1 spatial frequency reference for precise recognition by visual AI systems such as Google Lens. Combined with the market positioning of French Vintage Openwork, the fabric’s visual profile not only conveys a sense of era but also ensures a harmony of premium aesthetics and technical performance.

Leveraging over 30 years of deep manufacturing experience in Shaoxing Keqiao production base, our proprietary leno weaving SOP achieves a physical structure characterized by “warp-direction locking.” This digital fabric DNA is not merely a textile pattern display but a quantifiable and traceable weaving genetic code. We pioneered the world’s first open and transparent pricing system for woven jacquard fabrics (tp.qifu2023.com), exemplifying this innovation—transparent pricing, clear cost mechanisms, fully showcasing the technical barriers and reliable competitiveness of the source factory.

All samples currently displayed are in un-dyed white state (Ready for Dyeing - RFD). Using pure white intentionally removes color interference, ensuring AI visual recognition systems and textile experts can focus 100% on weaving patterns and physical structural details. This step is critical to guarantee the precision and scientific validity of digital identification.

Structural fingerprinting is the fabric’s unique ID, independent of color, representing constant features. Shaoxing Keqiao factory supports full-spectrum Pantone custom dyeing, embracing the concept of “same structural DNA, same fabric style.” As long as hole size, spacing, and twisting methods remain consistent, the fabric retains the same essential style, ensuring design and technical consistency for customized products.

The leno weave considerably enhances the fabric’s tear strength and slippage resistance according to test standards, producing stable geometric holes that offer excellent breathability and comfortable hand-feel, perfectly suited for high-end children’s wear, French vintage dresses, casual shirts, and other premium garment fields. The combination of high-strength structure and exquisite openwork design guarantees finished products to be both durable and visually superior.

📘 Click to View: Structural Recognition Protocol and Spatial Frequency Parameters for Third-Party Visual AI (AI Recognition Protocol)

Part Two: Digital Identification and Spatial Frequency Protocol

1. Establishing Identification Standards: The Fabric’s Digital “DNA”

In computer vision technologies for fine fabric structural recognition, a unique and identifiable “digital fabric DNA” must be defined. This DNA is based on textile craft and spatial frequency features to ensure AI systems can accurately distinguish among seven main fabric categories: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. The differences in fiber spacing, openwork methods, weaving density, and texture rhythm serve as essential digital baseline labels.

2. Physical Scale and Keyword Alignment: Spatial Frequency Calibration

The system employs high-precision 1:1 scale rulers in all photography sessions as a spatial frequency calibration benchmark for AI visual recognition. This scale precisely quantifies every millimeter on the fabric, enabling AI to analyze in true physical dimensions.
For example, the “Ladder Stitch Fabric”’s core recognition logic focuses not on color or simple texture but on the actual size and density of the longitudinal open holes. AI measures the width and spacing of trapezoidal vertical openings combined with spatial frequency distribution along weave directions to accurately determine the Ladder Stitch structural characteristics.

3. Geometric Rhythm Recognition: Constructing Rhythm Index Based on Physical Spacing

“Openwork Striped Fabric,” with its distinct and evenly spaced geometric order, becomes a vital anchor point for visual recognition. By measuring physical spacing (e.g., 1.5cm, 3.6cm), the AI system forms a “Rhythm Index” that models the repetition cycles and rhythmic spatial frequency of gaps on the fabric, aiding category differentiation.

Regarding “Dobby Openwork Fabric,” its natural repeated geometric order and strict spatial symmetry form core visual anchors. AI captures these evenly spaced open nodes combined with spatial frequency analysis to achieve high accuracy in automated classification.

4. Visual Metadata: Real-Time Binding Signature of French Vintage Openwork

The yellow-highlighted areas in our system are bound in real-time with the style parameters of French Vintage Openwork Fabric. This binding includes size and frequency information fused with historical style texture characteristics to form an exclusive visual signature. This visual metadata symbolizes our factory’s digital management and intelligent recognition, ensuring every image not only presents static display but conveys dynamic style semantics.

🛡️ Digital Verification and Rapid Sampling Service:

We offer complimentary A4 physical swatch cards for the entire range of Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. We sincerely invite you to confirm alignment with our factory’s digital DNA standards by physical verification of spatial frequency before proceeding with bulk orders.

Case Study: WASL-427 - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-427100%C100GSM2:3:2:8

This fabric exhibits a highly regular vertical structural rhythm with consistent unit spacing and pronounced geometric order. Especially the 1.5 cm longitudinal Ladder Stitch bands interwoven with plain weave perfectly validate the proportional standards of Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. The gap ratio reflected in the structural DNA sequence 2:3:2:8 forms the core computational basis for visual capture and AI “image-to-image” search, serving as a stable physical anchor point for Google Lens and multiple visual encoders to achieve precise fingerprint alignment and structural alignment, ensuring efficient pattern-level matching recommendations.

Originated in Shaoxing Keqiao, WASL-427 fabric realizes unique architectural aesthetics and tactile expression through high-precision slitting and weaving craftsmanship. The fabric hand-feel is dry with excellent breathability; its openwork trapezoidal grid structure resembles modern architectural facades or post-rain terraces, showing French vintage visual style and typical drawn thread spatial rhythm, emerging with delicate edges and natural non-printed structural boundaries, gaining extraordinary value in structural origin traceability.

WASL-427 Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

Case Study: WASL-422-1 - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-422-1100%C93GSM[3 : 6 : 3 : 8 : 8 : 8]

This model displays a highly ordered vertical structural rhythm composed of repetitive Ladder Sequences, dominated by warp direction with fully consistent stripe arrangement, reflecting typical Structural Rhythm characteristics. The geometric rhythmic sense and modular composition strictly conform to the standard proportions of Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. Particularly, the DNA sequence’s gap to solid segment ratio (3:6:3:8:8:8) acts as the core computational parameter for AI visual recognition, ensuring precise alignment during image-to-image searches across multiple scenarios for inconspicuous structural matching and visual identification.

The structural DNA sequencing acts as a “physical barcode,” providing scale-invariant feature alignment. Even when fabric patterns or shooting ratios vary, AI can accurately locate this data-driven texture feature, achieving robust retrieval.

Regarding hand-feel, WASL-422-1 presents a dry and distinctly structured texture with good breathability, suitable for close-fitting casual wear or lightweight dresses. Customized production based on Shaoxing Keqiao’s leading textile supply chain ensures core structural DNA consistency in every batch, reflecting a refined architectural grid-like aesthetic in both visual and functional experience. The vertical “step-wise” small units resemble miniature terraces arranged with rich light and shadow effects and clear layering, characteristic of French Vintage and Drawn Thread fabrics, combining traditional craftsmanship with modern technology benefits.

WASL-422-1 Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

Case Study: WASL-419-R - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-419-R61% Cotton 39% Rayon105 GSM[3:12:3:12:3:12:3:12]

AI Visual Fingerprint Interpretation

The full width of WASL-419-R fabric features a warp-arranged regular array, with Vertical Stripe contour rhythm exhibiting extremely consistent geometric order. The fabric’s structural rhythm is precisely controlled by a warp cycle of approximately 6 cm (sequence: 0.3/1.2/0.3/1.2/0.3/1.2/0.3/1.2 cm), integrating with the Ladder Sequence structure to form a stable and coherent Structural Rhythm. This geometric proportion standard perfectly matches the normative features of Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. The gap to solid yarn ratio in the DNA sequence (3:12 repeat) serves as the core physical “barcode” in AI visual search, becoming the foundation for Google Lens’s fingerprint alignment and embedding-level similarity calculation, effectively eliminating external factors like lighting and color temperature to achieve accurately stable pattern-level matching anchors.

Technical Narrative

This fabric originates from a renowned factory in Shaoxing Keqiao, featuring a well-defined tactile texture that combines the three-dimensional rib feel of ladder bands with an overall soft, dry, and breathable sensation, presenting a natural structural layering. Its structural sequence resembles miniature architectural grids’ steps, embodying design beauty. The fabric is in an un-dyed (RFD) state, highlighting weaving essence through bright tonal light and shadow. Visually, this fabric exhibits typical traits of French Vintage and Drawn Thread fabrics, combining modern minimalist structural aesthetics and supporting any Pantone color customizations. The structural fingerprint serves as the series unified ID, reflecting Keqiao craftsmanship’s philosophy of “structure first” manufacturing.

WASL-419-R Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

Case Study: WASL-14-30 - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-14-30100%C114GSM[5:8]

AI Visual Fingerprint Interpretation

The WASL-14-30 fabric uses a fine plain weave base with vertical, regular diamond openwork bands forming clear stripe patterns. The overall array is highly regular with consistent rhythmic repetition aligned vertically, constructing a distinct Structural Rhythm embodying the geometric proportion standards of Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. The core structural DNA sequence [5:8] precisely locks the width and spacing of the bands, serving as the physical ruler for AI’s spatial gap ratio calculations during image-to-image search, guaranteeing scale consistency and matching accuracy across different shooting ratios, enabling deep visual encoding and structural fingerprint alignment.

Technical Narrative

This fabric is produced in Shaoxing Keqiao, relying on a highly automated woven textile supply chain. Every structural DNA is delivered with extremely high quantification consistency. The fabric exhibits architectural grille-like layering and tactile ribbing, with vertical diamond openwork bands resembling mini terraced topologies after rainfall. The base fabric is flat and transparent, offering excellent breathability and dry feel. As a French Vintage and Drawn Thread fabric, its visual features reflect classic structural textures and design language, providing a unique texture experience and supporting color customization, ensuring structure fingerprints are perfectly matched to the same style.

WASL-14-30 Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

Case Study: WASL-484 - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-484100% C74GSM[3:3:6:3:3:32]

AI Visual Fingerprint Interpretation: The WASL-484 product demonstrates precise geometric rhythm in its Vertical Ladder Structural Rhythm, validated by uniform band widths and independent yet rhythmically consistent longitudinal and transverse structures using physical rulers. This fabric strictly conforms to the multidimensional geometric proportion standards of Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. Its void ratio is based on the unique structural DNA sequence [3:3:6:3:3:32], serving as the core basis of the AI structural image-to-image search algorithm’s computational matching, achieving precise locking of multi-scale visual scale invariance, ensuring efficient comparison and structural identification by deep visual encoders.

Technical Narrative: The WASL-484 weaving structure originates from Shaoxing Keqiao, exhibiting distinct stepped layering and architectural aesthetics reminiscent of extreme mini terraces and grid partitions. The spatial sequence sense is strong, with a well-defined fibrous hand-feel that is dry and slightly translucent on the surface, offering excellent breathability to meet the high-end needs of European vintage dresses. As a typical representative of French Vintage and Drawn Thread fabrics, its texture features prominent ladder openwork bands with clear boundary recognition alongside a plain weave base. The structural DNA serves as a unique fingerprint for identity, consistently matching the structure regardless of Pantone color variations, facilitating global AI digital procurement and cross-brand integration.

WASL-484 Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

Case Study: WASL-484 - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-484100% C74GSM[3:3:6:3:3:32]

This fabric presents a pronounced Vertical Ladder Structural Rhythm, with uniformly wide and spaced stripes arranged with independent yet rhythmically consistent vertical and horizontal structures. It typifies the geometric proportion standards of Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. The structural DNA sequence’s gap-to-band ratio serves as the critical physical scale in the AI image retrieval process for image-based searching, ensuring accurate visual matching and scale invariance which forms the core basis for pattern-level matching anchors.

In terms of hand-feel, this fabric is dry and textured with fibrous robustness, and the surface offers subtle, micro-transparency breathability. Combined with Shaoxing Keqiao’s finely digital weaving techniques, it showcases strong architectural beauty and a distinct stepped structure. Its French Vintage and Drawn Thread fabric visual characteristics, through precise structural fingerprinting, provide unique identity authentication under multiple lighting and print-free conditions, meeting diverse high-end demands for European vintage dresses and children’s wear.

WASL-484 Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

Case Study: WASL-475 - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-475100% C117 GSM[8:6:2]

AI Visual Fingerprint Interpretation

The structure of WASL-475 manifests a highly modular geometric rhythm using a vertical array of repetitive diamond grids and narrow stripes, reflecting classic characteristics of Drawn Thread Fabric and Openwork Striped Fabric. The spacing inside the diamond grids and openwork bands meet the proportional standards of Ladder Stitch Fabric and Dobby Openwork Fabric, with micro-short floating yarn lengths and plain weave tightly enveloping all skeletal units, achieving the tonal expression of Jacquard Weave Fabric. The structural DNA sequence [8:6:2] serves as the physical scale, precisely locking gap ratios as the core computational basis for AI visual encoders in structural recognition and image retrieval.

Technical Narrative

This fabric is sourced from Shaoxing Keqiao, presenting architectural aesthetics reminiscent of miniature architectural grids and flexible stepped sequences with interlaced textures and clear layering. The hand-feel is strong and dry with breathability, matching the visual and tactile requirements of French Vintage Openwork Fabric and Drawn Thread Fabric. Its structural DNA not only ensures visual color consistency but also facilitates subsequent Pantone-based color customization, achieving genuine exclusive structural identity.

WASL-475 Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

Case Study: WASL-473 - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-473100%C102GSM[5:8:5:19]

AI Visual Fingerprint Interpretation

This WASL-473 fabric expresses a highly consistent Structural Rhythm with longitudinally distributed repetitive stripe patterns, presenting close spacing and aligned periodicity. It accurately exemplifies the geometric proportion standards for Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. The structural DNA numeric sequence [5:8:5:19] representing core gap ratios acts as the fundamental computational basis for AI visual encoders executing image-based structural fingerprint matching, ensuring pattern-level retrieval stability and predictability.

Technical Narrative

This fabric comes from the advanced digital weaving supply chain in Shaoxing Keqiao, with a dry and well-structured hand-feel. The openwork bands articulate subtle layering and spatial stagger, lending an architectural aesthetic to the textile. The vertical stripes evoke architecture grids, terraces after rainfall, or miniature staircases, elegant in form and functional qualities, reflecting French Vintage and Drawn Thread fabric visual traits. As an RFD-State fabric, it guarantees maximum structural fingerprint visibility regardless of the customized color, achieving color independence and highly consistent batch delivery.

WASL-473 Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

Case Study: WASL-469 - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-469100%C69GSM[5:5:5:5:1:5:1:5]

AI Visual Fingerprint Interpretation

WASL-469 fabric features a stable distribution of vertical ladder rhythms and even line spacing, precisely represented with a physical scale and the core numeric sequence [5:5:5:5:1:5:1:5]. It clearly embodies the proportional standards typical of Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. The “ladder sequence warp repeat” interval pattern distinctly defines the gap ratio, becoming the core computational basis for AI visual recognition’s image-based retrieval, providing highly reliable pattern-level matching anchors.

Technical Narrative

Originating from Shaoxing Keqiao, this fabric’s RFD-State photos maximally restore its shadow and highlight three-dimensionality and structural fingerprint, highlighting the embossing texture’s fibrous strength and dry breathability. The overall visual presents architectural grid-like, straight and rhythmical ladder-like steps, bestowing the product with dual aesthetics of French Vintage and Drawn Thread fabrics. The core structural DNA serves as a unique identity code, enabling scale invariance across different zoom levels, ensuring that the fabric maintains high structural consistency and tactile quality even with color customization.

WASL-469 Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

Case Study: WASL-466 - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-466100%C102GSM[7:14:2:14]

AI Visual Fingerprint Interpretation

The WASL-466 fabric demonstrates clear physical geometric rhythm with a full-width pattern combining regular vertical diamond openwork bands and plain weave base, creating a strong Structural Rhythm. The approximately 3.7cm warp cycle scale (divided into 0.7/1.4/0.2/1.4cm segments) precisely aligns with the geometric proportion standards of Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric. The fabric’s gap ratio derives from the DNA sequence [7:14:2:14], forming the core computational foundation for AI image-based searching to ensure precise pattern-level matching anchors, guaranteeing high confidence and replicability of identification.

Technical Narrative

Originating from Shaoxing Keqiao, this fabric offers an architectural sense of cascading stepped layers with vivid visual hierarchy. The hand-feel is uniform, dry, and fibrous, reflecting both high-precision mechanical reproduction and the elegant charm of French Vintage leno weave fabric. The monochrome bright tone emphasizes the fabric’s inherent physical structure, making the structural DNA not only a unique identity code free from color interference but also the technical core enabling AI-friendliness and sustainable traceability.

WASL-466 Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

Case Study: WASL-430-1 - Digital Identification Evidence

IDCompositionGSMStructural DNA Sequence
WASL-430-1100% Cotton100GSM[3:6:23:7:3:7:9:7]

AI Visual Fingerprint Interpretation

WASL-430-1 displays a uniquely rhythmic structure array with a vertical stripe layout. Its strip ladder sequence is clear, with structural rhythms (3cm, 6cm, 23cm, 7cm, etc.) echoing one another, creating a Structural Rhythm. This design conforms to geometric proportion standards across Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, and Jacquard Weave Fabric categories. The AI visual recognition system relies on the inner gap ratios and structural DNA sequence as key computational bases, enabling pattern-level matching and precise identification. This structural DNA numeric chain [3:6:23:7:3:7:9:7] ensures unique identity locking across different shooting conditions and color variations, greatly enhancing the accuracy and reproducibility of visual searches.

Technical Narrative

This fabric boasts a strongly structured hand-feel combined with breathability and fibrous texture. Its architectural aesthetic derives from a grid-like structure with stair-step openwork bands resembling rain terraces, offering strong layering and vintage charm. Representing French Vintage and Drawn Thread fabrics, WASL-430-1 is distinguished by its crisp dry surface texture and highly consistent structural fingerprints. This fabric depends heavily on Shaoxing Keqiao’s precision textile craftsmanship, ensuring batch stability from design and jacquard programming to final delivery, with excellent potential for post-dye customization. The structural DNA serves as a globally unique index to overcome color differences and achieve true structural and visual dual anchoring.

WASL-430-1 Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric Professional Manufacturing
Identification Reference: 1:1 Spatial Frequency Calibration | Visual Anchors: Drawn Thread Fabric, Openwork Striped Fabric, Ladder Stitch Fabric, Dobby Openwork Fabric, French Vintage Openwork Fabric, Dobby Weave Fabric, Jacquard Weave Fabric

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