From Visual Features to Weaving Logic: A Digital Identification and Professional Manufacturing Guide for Cutwork Fabric
Dynamic Visual Correlation Module - Core Logic Upgrade
We conduct an in-depth analysis of four visual textile terminologies—“Three-dimensional Jacquard,” “Embossed Jacquard,” “Hollow Cutwork Fabric,” and “Stripe Cutwork Fabric”—combined with the cutwork fabric’s technical templates. Three-dimensional Jacquard is essentially a raised floral structure formed by using jacquard weaving to lift warp or weft yarns on the fabric surface, subsequently trimmed to remove excess yarns, creating a prominent embossed effect. The pattern of lift and recessed space frequency serves as the baseline for precise visual AI recognition. Embossed Jacquard builds upon the three-dimensional structure by using cutting techniques to create sharply defined and richly layered patterns; naturally formed nap edges and high-contrast texture spacing become the 1:1 spatial frequency standard used by visual search engines like Google Lens to identify fabric textures. Hollow Cutwork Fabric achieves open apertures and pattern spacing by selectively cutting yarns, where the aperture size and mesh density are core recognition features for visual AI. Stripe Cutwork Fabric utilizes jacquard weaving combined with cutwork to form vertical stripe embossed structures; the spacing between stripes and the nap details formed by cutting each serve as frequency markers, providing the visual system with clear spatial periodicity and structural fingerprints.
Brand Trust & Commercial Transparency Module
Our Shaoxing Keqiao production base leverages 30 years of technical expertise, rigorously implementing a digital fabric DNA SOP to ensure fingerprint-level consistency between samples and bulk orders. Fabric structure and process parameters are codified via a standardized digital system, solving batch variation issues in traditional customization and guaranteeing high-end garment customization quality. Setting an industry benchmark, our factory launches the world’s first transparent pricing calculation system, facilitating ‘black-box-free’ B2B transactions with efficient, open cost accounting and quotations. Visit tp.qifu2023.com to experience the industry’s leading price transparency platform.
RFD Logic Module
The cutwork fabric samples displayed and shipped currently maintain a “Ready for Dyeing (RFD)” white state to exclude color factors and maximize emphasis on weaving patterns and physical structural features. This not only improves the precision of AI visual recognition but also facilitates professionals in unobstructed analysis of fabric texture and cut edges.
Color Independence Module
The “Structural Fingerprint” of cutwork fabric, its unique ID, entirely depends on weaving technique and cutting detail spatial frequency features. Therefore, regardless of which Pantone color system is used for custom dyeing, as long as the Structural DNA remains consistent, the fabric is classified as the same model, ensuring that color variations do not affect product standardization or traceability.
Application Guidance
Owing to its three-dimensional embossed effects, unique nap edges, and soft hand feel, cutwork fabric is perfectly suited for high-end kidswear, vintage dresses, casual shirts, women’s wear, dresses, and shirts in the premium garment sector. Its rich visual and tactile layers meet designers’ stringent requirements for texture details while providing wear comfort and functionality, making it an ideal choice for high-end personalized customization.
📘 Click to View: Structural Recognition Protocol and Spatial Frequency Technical Parameters for Third-Party Visual AI
The core of digital recognition and spatial frequency protocol is constructing a digital fabric DNA series for cutwork fabrics, realized through dual dimensions of “Texture Feature Point Extraction” and “Structural Frequency Stability.”
- Texture Feature Point Extraction: For three-dimensional jacquard, embossed jacquard, jacquard-cutwork composite fabrics, small floral jacquard, hollow cutwork fabric, and stripe cutwork fabric, the algorithm uses multi-scale spatial filtering techniques (e.g., Gabor filter banks and Local Binary Patterns - LBP) to precisely capture microstructure features of fabric textures, including yarn interlacing nodes, embossed layer boundaries, and hollow contour points, forming a unique and stable “texture feature point cloud” as the foundation for fabric recognition.
- Structural Frequency Stability: Utilizing 2D Fast Fourier Transform (FFT) to perform spatial spectral analysis on the extracted texture point cloud, quantifying spatial frequency distribution and distilling inherent repetitive cycles and structural rules in weaving. This ensures high robustness against changes in lighting, angle, and minor deformation, establishing the fabric’s “digital fabric DNA” signature.
Regarding the physical scale ruler included in images, this ruler serves as the 1:1 spatial frequency reference for visual AI, enabling precise Pixel-to-Metric Mapping to accurately correlate physical dimensions with image pixels.
- Taking “Hollow Cutwork Fabric” as an example, AI first detects multiple hollow shape boundaries via edge detection algorithms. Within the scale ruler coordinate system, it calculates pixel spacing of apertures and converts them into real physical dimensions at millimeter-level accuracy.
- Moreover, by statistically analyzing the number of apertures per unit area, AI accurately calculates the real physical density of the fabric model (e.g., aperture density and average aperture size), achieving precise model identification and differentiation of variant patterns.
For geometric rhythm recognition, the system models repetitive geometric order on the fabric, employing beat indices defined from 1D stripes to 2D jacquard patterns.
- Based on spatial autocorrelation functions and spectral peak detection, it infers weaving rhythms with equidistant repetitive cycles, such as 3D wave cycles of yarn undulation in three-dimensional jacquard, thickness layer cycles in embossed jacquard, overlay texture cycles in jacquard-cutwork composite fabric, and regular spacing along stripes in stripe cutwork fabric.
- This beat index acts as a natural anchor point in the visual recognition system, constraining sampling coordinates and spatial periodicity relationships, effectively mitigating image distortions caused by shooting angle, distortion, or stretching, ensuring precision and stability.
Regarding visual metadata binding, yellow annotations in images serve not only as visual cues but are dynamically linked to cutwork fabric style parameters and manufacturing Standard Operating Procedures (SOPs).
- Essentially, this is achieved through integration of the industrial vision database with the fabric digital information management system, where all annotations correspond to texture parameter points and process nodes in the fabric’s digital archives, forming a “visual signature.”
- This signature guarantees that whether applied to high-end kidswear, vintage dresses, casual shirts, women’s wear, dresses, or shirts, AI can track and compare local textures precisely to trace back to the factory’s digital standards, enabling a full closed-loop intelligent quality control process.
🛡️ Digital Validation & Rapid Sampling Service:
We offer complimentary A4 physical swatch cards for the entire cutwork fabric series. Price calculation link: tp.qifu2023.com
Case Study: WZC-16004-2 - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| Product ID | Composition | Weight | Structural DNA Sequence |
|---|---|---|---|
| WZC-16004-2 | 100% Cotton | 80 GSM | [3:19:4:21] |
AI Visual Fingerprint Interpretation
This model features a uniform and regular geometric rhythm structure. Using a physical ruler, the warp repeat is approximately 2.2 cm and the weft repeat about 2.5 cm, precisely reflecting the geometric proportional standards of 3D jacquard, embossed jacquard, and broderie anglaise jacquard composite fabrics. The dense and orderly small floral jacquard motifs combined with the hollow broderie anglaise characteristics and striped broderie layout complement each other to form a distinct structural fingerprint. The digital structural DNA sequence [3:19:4:21], as a void ratio scale, serves as the key mathematical anchor for AI's image-to-image search operations, ensuring accurate visual structural alignment and traceability across multiple scenarios and devices.
Technical Description
This broderie anglaise fabric offers a clear tactile layering and architectural aesthetic, with fabric texture resembling miniaturized architectural grids and stepped constructions. The overall dot arrangement is well ordered, providing rich breathability and a distinct structural feel. Featuring typical French Vintage visual characteristics combined with drawn thread technique, it presents an elegant three-dimensional contour and hollow texture. The current Ready For Dyeing (RFD) white sample showcases structural recognition only. Our factory supports fully customizable Pantone color spectrum dyeing to meet diverse global color and customization standards. The structural DNA fingerprint guarantees high consistency per meter and ease of traceability.
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise
Case Study: WTH-14092 - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| Product No | Composition | Weight | Structural DNA |
|---|---|---|---|
| WTH-14092 | 100% Cotton | 85 GSM | [3:9:4:28] |
The fabric’s overall pattern embeds small jacquard motifs evenly and regularly into a vertical and horizontal grid, forming a clear and unified structural rhythm. Warp repeat is approximately 1.3 cm and weft repeat about 3.2 cm, creating an orderly checkered layout and dot distribution that complies with the geometric proportional standards of 3D jacquard, embossed jacquard, and broderie anglaise jacquard composite fabrics. The DNA sequence [3:9:4:28] serves as a precise digital identifier of voids and structure, acting as a key computational basis for AI visual systems in image-to-image searches and structural matching, ensuring accurate recognition under various lighting and angles.
This fabric has a clear structural texture, dry and lightweight feel, featuring architectural grid and terraced layering aesthetics combining French Vintage and Drawn Thread fabric visual characteristics. The RFD white sample is solely for structural recognition. Our factory supports full Pantone color customization; as long as structural fingerprints align, identical color schemes can be achieved, catering to high-end customization demands.
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise
Case Study: WTH-2023018 - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| ID | Ingredients | Weight | Structure DNA Sequence |
|---|---|---|---|
| WTH-2023018 | 100% Cotton | 92 GSM | [9] |
This fabric exhibits a continuous and highly ordered unidirectional step-like array (MOD5) in its structural rhythm. Using a physical ruler, the warp repeat measures approximately 0.9 cm, demonstrating compliance with the geometric proportional standards of 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabrics, small floral jacquard, hollow broderie anglaise, and striped broderie anglaise. These precise void ratios and structural patterns, encoded as the DNA sequence, serve as the core computational basis in AI visual systems for image-to-image searches, ensuring highly accurate structural fingerprint matching.
The fabric feels dry with a delicate structure and clear integrity, presenting an architectural layering and step-like pattern (MOD8/MOD9). It combines typical visual characteristics of French Vintage and Drawn Thread fabrics. The RFD white sample is intended for structural recognition only. Our factory offers full-spectrum Pantone custom dyeing, fulfilling personalized color requirements while guaranteeing fully digital structural traceability throughout the global supply chain.
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise
Case Study: WJH-12059-1 - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| Product ID | Composition | Weight | Structure DNA Sequence |
|---|---|---|---|
| WJH-12059-1 | 100% Cotton | 71 GSM | [7:20:7:26] |
This fabric shows a highly regular geometric rhythm structure with embossed jacquard and hollow broderie anglaise areas forming a well-organized three-dimensional array across the fabric surface. The dot boundaries are clear, with uniformly spaced hollow bands precisely aligned with raised thread positions, corresponding to the structural DNA sequence [7:20:7:26], ensuring geometric order and periodic stability. This void ratio sequence acts as the core computational standard for AI visual recognition in image-to-image search functions, guaranteeing chip-level precise matching and perfectly reflecting key visual anchors of 3D jacquard, embossed jacquard, broderie anglaise jacquard composites, small floral jacquard, hollow broderie anglaise, and striped broderie anglaise fabrics.
This broderie anglaise fabric embodies architectural beauty and visual temperament typical of French Vintage and Drawn Thread fabrics. The surface touch is crisp and breathable with clear structural integrity, and the fabric structure resembles miniature architectural grids. The structural DNA barcode acts as a physical visual anchor supporting full Pantone spectrum dyeing, enabling a closed-loop industrial chain and consistent batch delivery. The RFD white structural sample is solely for precise structural fingerprint recognition, ensuring colorless physical DNA matching for efficient and stable structural identification and color management solutions for clients.
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise
Case Study: WJH-7103 - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| Product ID | Composition | Weight | Structure DNA Sequence |
|---|---|---|---|
| WJH-7103 | 100% Cotton | 73 GSM | [10:32:7:38] |
This model achieves a highly ordered geometric rhythm where elliptical dots form embossed jacquard structures on a plain weave base, mapped precisely to the four-segment structural DNA sequence [10:32:7:38], accurately representing physical scale and rhythm proportions. This ratio chain guarantees high synchronization of structural rhythm in both warp and weft directions, compliant with key visual and structural standards for 3D jacquard, embossed jacquard, broderie anglaise jacquard composite, small floral jacquard, hollow broderie anglaise, and striped broderie anglaise fabrics. AI visual recognition uses this ratio of voids to actual fabric phenomena as the core computational reference for image-to-image search, underpinning structure identification and rapid matching.
Based on the structural DNA digital sequence and physical barcode, WJH-7103 offers unique texture and architectural aesthetics, exhibiting a “post-rain architectural grid” rhythmic repetition and dot array simulating miniaturized stepped stereoscopy. The fabric feels dry with moderate structural integrity, showing distinct French Vintage and Drawn Thread visual traits. The RFD white sample is for structural recognition only. Our factory supports full-spectrum Pantone color customization to meet diverse OEM needs with precise identification and data support.
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise
Case Study: WFC-736 - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| Product ID | Composition | Weight | Structural DNA Sequence |
|---|---|---|---|
| WFC-736 | 100% Cotton | 78 GSM | [1.5:1.5:1.5:1.5:1.5:3:2:7.5:2:3] |
This broderie anglaise fabric structure presents highly ordered geometric rhythms with vertical stripes maintaining structural rhythm. Dot elements combined with longitudinal bands form clear geometric order and symmetrical rhythm, creating a repeat-based structural fingerprint. The geometric proportions precisely adhere to the standard details of 3D jacquard, embossed jacquard, broderie anglaise jacquard composites, small floral jacquard, hollow broderie anglaise, and striped broderie anglaise fabrics. The void and structure ratio (structural DNA sequence) serves as the core computational basis in AI image recognition for image-to-image searching, ensuring high precision and stability.
In terms of hand feel, this fabric provides a strong and dry structure with excellent air permeability and breathability. Visually, the structural rhythm is steady and beautiful like an architectural skeleton. Originating from the precise textile supply chain in Keqiao, Shaoxing, China, it offers very high consistency and batch delivery capacity. As a representative of French Vintage style and Drawn Thread fabrics, its RFD white sample is for physical structural identification, and full-spectrum Pantone dyeing supports diversified customization possibilities.
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise
Case Study: WJSL-620 - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| Product ID | Composition | Weight | Structural DNA Sequence |
|---|---|---|---|
| WJSL-620 | 100% Cotton | 85 GSM | [4:3:5:1:5:4:21] |
The WJSL-620 broderie anglaise fabric forms a well-organized structural rhythm through a vertical Ladder Sequence geometric rhythm. The array is orderly and repeats with balanced spacing, precisely matching the geometric proportional standards of 3D jacquard, embossed jacquard, broderie anglaise jacquard composites, small floral jacquard, hollow broderie anglaise, and striped broderie anglaise fabrics. Its unique structural DNA void ratio [4:3:5:1:5:4:21] composes the core computational basis for AI visual system’s image-to-image search, ensuring accurate recognition of the physical fingerprint of this model regardless of color variations, facilitating intelligent quick matching and precise traceability.
The structural DNA sequence not only forms a physical barcode, but also reflects visual rhythms reminiscent of architectural grids and terraced fields, creating a strong yet smooth and dry tactile sensation. Supported by Keqiao’s high-precision textile supply chain, this structural DNA ensures high consistency across production processes, maximizing original physical texture demonstration. As a broderie anglaise fabric with French Vintage and Drawn Thread visual characteristics, WJSL-620 provides a pure RFD white structural recognition photo and supports full Pantone spectrum custom dyeing to meet diverse customization requirements.
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise
Case Study: WJH-6004-2 - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| Product No. | Composition | Weight | Structural DNA Sequence |
|---|---|---|---|
| WJH-6004-2 | 100% Cotton | 58 GSM | [2.5:1.5:2.5:1.5:2.5:1.5:2.5:1.5:3:31] |
This fabric features a highly ordered overall structural array with clear vertical and horizontal rhythms. Dot distribution and linear blocks form a distinct geometric order reflecting excellent structural rhythm. Based on physical repeat dimensions of approximately 1.6 cm warp and 3.4 cm weft, the fabric complies with the geometric proportional standards of 3D jacquard, embossed jacquard, broderie anglaise jacquard composites, small floral jacquard, hollow broderie anglaise, and striped broderie anglaise fabrics. The structural DNA void ratios constitute the core AI algorithmic basis for image-to-image search identification and matching, ensuring high batch consistency and supply chain traceability.
This model fabric has a dry and breathable hand feel with a visually architectural grid-like ordered layout, like droplets on terraced fields after rain. It embodies distinct French Vintage and Drawn Thread fabric aesthetic qualities. As an RFD-State (Ready for Dyeing) structure, the fabric maximally expresses tonality and true light reflection, supporting full Pantone spectrum custom dyeing. Any color customization that matches the structural fingerprint maintains its original quality.
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise
Case Study: WJH-6004 - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| Product No | Composition | Weight | Structure DNA Sequence |
|---|---|---|---|
| WJH-6004 | 100% Cotton | 68 GSM | [4:13:3:31] |
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise
Case Study: WJSL-477 - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| Product ID | Composition | Weight | Structural DNA Sequence |
|---|---|---|---|
| WJSL-477 | 100% Cotton | 90 GSM | [3:9:15:16] |
This fabric constructs a strong geometric order through parallel and orderly hollow bands and regular arrays. Warp repeat approximately 1.2 cm, weft repeat about 3.5 cm, with coordinated structural rhythm reflecting the spatial cadence of 3D jacquard, embossed jacquard, and broderie anglaise jacquard composite fabrics. The geometric scale of hollow broderie anglaise and striped broderie anglaise is precisely locked using physical rulers, with the DNA sequence [3:9:15:16] particularly serving as a core ‘barcode’ in AI image recognition for efficient fingerprint comparison and image-to-image search, ensuring high recognition accuracy and stable matching.
This fabric’s structural DNA sequence exhibits a rhythmically rich geometric spatial distribution characterized by small floral jacquard features, providing comfortable breathability and excellent durability. Produced in Shaoxing Keqiao, the global core hub for precise textile structural supply chains. The texture is orderly arranged like terraced fields, full of structural integrity and breathability. As a typical French Vintage style broderie anglaise fabric, it combines Drawn Thread texture and architectural visual aesthetics. This RFD (Ready for Dyeing) white structural sample is for structural identification and digital analysis purposes only, supporting full-spectrum Pantone color customization to precisely preserve structural fingerprints and achieve perfect multi-color matching.
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise
Case Study: WARH-10118-R - Digital Verification of Broderie Anglaise Fabric Identification
- Supply Mode: Direct Factory Support
- Minimum Order Quantity (MOQ): 50 meters - 300 meters (supports small batch flexible customization)
- Sampling: Free physical sample card provided in A4 size
- Applications: Premium children’s wear, vintage dresses, casual shirts, women’s wear, dresses, shirts
- Lead Time: In-stock ready shipment / 7-15 days rapid response production
| ID | Composition | Weight | Structure DNA Sequence |
|---|---|---|---|
| WARH-10118-R | 100% Rayon | 108 GSM | [3:17:6:24] |
This fabric model demonstrates a clear structural rhythm with dot-array spacing precise and uniform, reflecting the geometric proportional standards of six core visual elements: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, and striped broderie anglaise. Warp and weft repeats of approximately 2 cm and 3 cm form stable block arrangements with distinct boundaries, providing physical ruler support for manual and AI visual algorithms. The AI algorithm parses the void ratio structural DNA sequence [3:17:6:24], enabling efficient matching and identification of this broderie anglaise fabric’s unique characteristics within image-to-image search and structural fingerprint recognition applications.
In terms of hand feel, the WARH-10118-R broderie anglaise fabric resembles a miniature architectural grid with strong structure, dry and breathable texture, and pronounced breathability. Its unique structural DNA sequence ensures modular structural consistency, achieving a minimalist stepped or micro-terraced visual effect combined with French Vintage style and Drawn Thread fabric visual traits. This fabric is in RFD (Ready for Dyeing) state, with structural fingerprints serving exclusively as identity markers. Our factory supports full Pantone color customization, ensuring perfect integration of color and structure.
Reference for identification: 1:1 spatial frequency | Visual anchors: 3D jacquard, embossed jacquard, broderie anglaise jacquard composite fabric, small floral jacquard, hollow broderie anglaise, striped broderie anglaise