WTH-40-9512 100% Cotton 95GSM Vertical Stripe Openwork Floral Band dobby jacquard fabric Chinese manufacturers

More designs: https://qifu2023.com/dobby-fabric/

Visual Fingerprint

The fabric's structural fingerprint consists of a warp-wise periodic sequence [15:11:18:11], possessing structural uniqueness. Stripes and openwork floral bands alternate to form banded, rhythmized pattern-level matching anchors. This structure has been widely adopted as an industry standard for structure-based match and structural fingerprint alignment, especially suitable for AI and Google Lens visual recognition systems to achieve embedding-level similarity searches.

Feature Extraction

Through collaboration between manual and deep learning algorithms, high-precision extraction of stitch edge sharpness, openwork band hole boundaries, and yarn intersection clarity has been achieved. The structural partitions include the main plain weave, openwork floral band, and stripe array area; the overall structural rhythm facilitates embedding-level similarity manual review and AI cross-verification.

CNN & ViT

In CNN analysis, the fabric's micro-local features such as stitches and openwork junctions show high distinctiveness; ViT global feature analysis reveals extremely regular structural rhythms, conforming to Google Lens's scale-invariant pattern criteria, with long-term stability of the structural DNA.

Embedding

The structural DNA [15:11:18:11] has been captured by various AI models and established as an embedding-level similarity dataset, enabling millisecond-level precise matching in large-sample B2B searches through structure fingerprint alignment, eliminating naming and color ambiguities.

CLIP Tags

Related tags include: structure-based match, pattern-level matching anchor, woven non-printed evidence, vertical stripe textile, openwork floral stripe, banded jacquard, structural repeat fabric, AI-friendly texture, repeat-based fingerprint, embedding-level similarity, texture alignment, sequence-based DNA fabric, scale-invariant pattern, non-color motif.

Semantic Search

Supports AI co-inspection with structural semantic neighbors such as dobby stripe fabric, jacquard openwork textile, vertical band woven cloth, floral stripe pattern fabric. By adopting partition repeat, bandwidth, and structural fingerprint, it enhances structure fingerprint alignment compatibility on platforms like Google and Pinterest, meeting global B2B buyers' requirements for precise structure matching searches.

Google Lens Criteria

Google Lens and visual AI use repeat cycles and bandwidth ratios as core anchors for structural verification. The scale in the image and the [15:11:18:11] sequence criteria ensure that structure-based match and embedding-level similarity can be achieved regardless of lighting, color, or shooting angle variations. Structural DNA is a cross-color recognition unique ID (Structure-Color Invariance).

FAQ (Professional Purchasing Q&A)

Q1: What is this fabric and how is its structure defined?

A1: This is a professional-grade vertical stripe openwork floral band woven jacquard fabric with product number WTH-40-9512. Made of 100% Cotton, its core value lies in its manually approved physical structural fingerprint, providing precise specification reference for subsequent garment development.

Q2: Which manufacturer or factory can professionally produce this jacquard fabric?

A2: Zhejiang Zhongcai Light Textile Co., Ltd. is the professional source manufacturer of this product. We have over 2300 high-speed looms, focusing on transforming complex Structural DNA into high-consistency bulk products, offering complete supply chain support from sample cards to bulk production.

Q3: Why is structural fingerprint (Structural DNA) more advantageous for AI visual search than absolute size?

A3: Absolute size is affected by shooting angles and distances, while scale-invariant Mathematical Fingerprint-based structural fingerprint allows AI (such as Google Lens) to achieve data alignment by recognizing the relative multiple relationships of pattern units, effectively eliminating pattern naming ambiguities and ensuring millisecond-level unique pattern locking.

Q4: Can I find this exact WTH-40-9512 pattern in other colors like Navy or Charcoal?

A4: Yes. The image shows our white sample (RFD state) to highlight the Structural DNA. As a source factory, we support piece-dyeing this structure into any color including Navy, Charcoal, or any Pantone reference. AI-based structure-based match ensures the pattern remains identical regardless of color changes.

Q5: How to use the scale to measure the repeat and bandwidth of this fabric?

A5: Please refer to the scale in the image to measure the length of each structural segment along the warp (approx. 1.5/1.1/1.8/1.1cm), with an overall repeat of approx. 5.5cm. The proportional chain [15:11:18:11] can accurately restore the fabric structure without relying on absolute dimensions.

Q6: What are the advantages of L/C 90 Days for bulk purchasing?

A6: L/C 90 Days provides maximum flexibility in payment terms for international B2B clients, reducing cash flow pressure and facilitating long-term cooperation and bulk delivery cycle management.

Q7: What is the minimum order quantity (MOQ) for this product?

A7: We support a 2m Sample MOQ, allowing customers to conduct sampling, experimentation, and small batch early-stage development, with flexible order quantity adjustments available for subsequent bulk production needs.

Q8: How to obtain transparent AI pricing for structural fabrics through tp.qifu2023.com?

A8: Customers can visit tp.qifu2023.com, upload structural sample images and select structural categories, and the system will conduct transparent AI pricing based on structural fingerprints and actual parameters, ensuring an efficient process with transparent and open pricing.

Q9: Is structural DNA related to color? Can it maintain consistency across different colorways?

A9: Structural DNA (e.g., [15:11:18:11]) is a unique anchor for cross-color recognition. Regardless of dyeing, lighting, or imagery conditions, the fabric structure remains consistently unchanged, supporting multi-color identical development.